Team

Prof. Dr.-Ing. Christof Weiß

Professor

Computational Humanities

Universität Würzburg
Hubland Nord (ZPD)
Emil-Hilb-Weg 23

97074 Würzburg

Germany

Gebäude: ZPD

Raum: 02.006

Telefon: +49 931 31 80528

E-Mail: christof.weiss@uni-wuerzburg.de

ORCID: https://orcid.org/0000-0003-2143-4679

Recent Positions

11/2022 – present	Professor for Computational Humanities at CAIDAS / Institute of Computer Science, Julius-Maximilians-Universität Würzburg (JMU), Germany Head of DFG-funded Emmy Noether group on Computational Analysis of Music Audio Recordings: A Cross-Version Approach
01/2021 – 12/2021	Visiting Researcher (DFG Research Fellowship), Audio Data Analysis and Signal Processing group at University Télécom Paris, France. Cooperating partner: Prof. Geoffroy Peeters
04/2020 – 07/2020, 04/2021 – 07/2021	Visiting Lecturer, Karlsruhe University of Music, Germany
09/2015 – 10/2022	Research Assistant, Semantic Audio Processing, International Audio Laboratories Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany
10/2012 – 07/2015	Research Assistant, Fraunhofer Institute for Digital Media Technology (IDMT) Ilmenau, Germany

Education

2017	PhD (Media Technology), University of Technology Ilmenau, Supervisor: Prof. Karlheinz Brandenburg, Computational Methods for Tonality-Based Style Analysis of Classical Music Audio Recordings
2012	Concert Diploma (Composition), Würzburg University of Music (Tobias P. M. Schneid)
2012	Physics Diploma, University of Würzburg
2011	Music Diploma (Composition), Würzburg University of Music (Prof. Heinz Winbeck)
2006	Abitur, Max-Reger-Gymnasium Amberg

Scholarships

10/2012 – 08/2015	Fellow of the Foundation of German Business (sdw) PhD program
05/2007 – 03/2012	Fellow of the Foundation of German Business (sdw) study program

Prizes and Awards

12/2023	Best paper award at the 4th conference on Computational Humanities Research (CHR) for the paper Studying Tonal Evolution of Western Choral Music: A Corpus-Based Strategy, authored by Christof Weiß and Meinard Müller
10/2018	KlarText award for science communication of the Klaus Tschira Foundation. The award-winning article "Das ist Haydn. Ganz sicher!" was distributed as a supplement to German newspaper DIE ZEIT.
04/2013	Composition competition Festival Pablo Casals, Prades (France), 2nd prize for the piece "shading a changeable timeframe" for violin, french horn, clarinet, cello, and piano
10/2011	Youth Cultural Advancement Award (Kulturförderpreis) of the city of Amberg, Germany

Research Stays

01/2021 – 12/2021	Research stay at Audio Data Analysis and Signal Processing group, University Télécom ParisTech, France, with Prof. Geoffroy Peeters
11/2014	Research stay at Centre for Digital Music, Queen Mary University of London, UK, with Dr. Matthias Mauch and Dr. Simon Dixon
01/2014 – 02/2014	Research stay at Centre for Digital Music, Queen Mary University of London, UK, with Dr. Matthias Mauch and Dr. Simon Dixon
05/2011 – 08/2011	Research stay at Instituto di Fisica Corpuscular (IFIC) Valencia, Spain, with Dr. Martin Hirsch

2024[ to top ]

Weiß, Christof. “Computational Audio and Music Analysis”. In Computational Theology. Heidelberg, Germany, 2024.
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@inproceedings{Weiss23_AudioAnalysis_CompTheol, address = {Heidelberg, Germany}, author = {Wei{\ss}, Christof}, booktitle = {Computational Theology}, keywords = {own}, title = {Computational Audio and Music Analysis}, year = 2024 }

%0 Conference Paper %1 Weiss23_AudioAnalysis_CompTheol %A Weiß, Christof %B Computational Theology %C Heidelberg, Germany %D 2024 %T Computational Audio and Music Analysis

2023[ to top ]

Weiß, Christof, and Meinard Müller. “Studying Tonal Evolution of Western Choral Music: A Corpus-Based Strategy”. In Proceedings of the Computational Humanities Research Conference (CHR), 3558:687-702. CEUR Workshop Proceedings. Paris, France, 2023. https://ceur-ws.org/Vol-3558/paper7862.pdf.
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@inproceedings{WeissM23_ChoirCorpus_CHR, abstract = {The availability of large digital music archives combined with significant advances in computational analysis methods have enabled novel strategies for musicological corpus studies. This includes approaches based on audio recordings, which are available in large quantities for different musical works and styles. In this paper, we take up such an audio-based approach for studying the tonal complexity of music and its evolution over centuries. In particular, we examine the tonal evolution of Western choral and sacred music exploiting a novel audio corpus (5773 tracks) with a rich set of annotations. The data stems from one of the world’s leading music publisher for choral music, the Carus-Verlag, which is specialized on scholarly-critical sheet music editions of this repertoire and also runs an own record label. Based on this corpus, we revisit a heuristic strategy that exploits composer life dates to approximate work count curves over the years, validate this approximation strategy, and optimize its parameters using the reference composition years annotated in the Carus dataset. We then apply this strategy to derive evolution curves from the full Carus dataset. We compare the results to a study based on a purely instrumental dataset and test three hypotheses on tonal evolution, namely that (1) global complexity increases faster than local complexity, that (2) major keys are tonally more complex than minor keys, and that (3) instrumental music is more complex than vocal music. The results provide interesting insights into the choral music repertoire and suggest that well-curated publisher data constitutes a valuable resource for the computational humanities.}, address = {Paris, France}, author = {Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the Computational Humanities Research Conference ({CHR})}, keywords = {own}, pages = {687–702}, series = {{CEUR} Workshop Proceedings}, title = {Studying Tonal Evolution of Western Choral Music: A Corpus-Based Strategy}, volume = 3558, year = 2023 }

%0 Conference Paper %1 WeissM23_ChoirCorpus_CHR %A Weiß, Christof %A Müller, Meinard %B Proceedings of the Computational Humanities Research Conference (CHR) %C Paris, France %D 2023 %P 687--702 %T Studying Tonal Evolution of Western Choral Music: A Corpus-Based Strategy %U https://ceur-ws.org/Vol-3558/paper7862.pdf %V 3558 %X The availability of large digital music archives combined with significant advances in computational analysis methods have enabled novel strategies for musicological corpus studies. This includes approaches based on audio recordings, which are available in large quantities for different musical works and styles. In this paper, we take up such an audio-based approach for studying the tonal complexity of music and its evolution over centuries. In particular, we examine the tonal evolution of Western choral and sacred music exploiting a novel audio corpus (5773 tracks) with a rich set of annotations. The data stems from one of the world’s leading music publisher for choral music, the Carus-Verlag, which is specialized on scholarly-critical sheet music editions of this repertoire and also runs an own record label. Based on this corpus, we revisit a heuristic strategy that exploits composer life dates to approximate work count curves over the years, validate this approximation strategy, and optimize its parameters using the reference composition years annotated in the Carus dataset. We then apply this strategy to derive evolution curves from the full Carus dataset. We compare the results to a study based on a purely instrumental dataset and test three hypotheses on tonal evolution, namely that (1) global complexity increases faster than local complexity, that (2) major keys are tonally more complex than minor keys, and that (3) instrumental music is more complex than vocal music. The results provide interesting insights into the choral music repertoire and suggest that well-curated publisher data constitutes a valuable resource for the computational humanities.
Weiß, Christof, Meinard Müller, Stephanie Klauk, and Rainer Kleinertz. “Neue Wege für Die Musikforschung: Computergestützte Analyse Harmonischer Strukturen”. In Proceedings of the GI Jahrestagung. Berlin, Germany, 2023.
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@inproceedings{WeissMKK23_NeueWege_GI, address = {Berlin, Germany}, author = {Wei{\ss}, Christof and M{\"u}ller, Meinard and Klauk, Stephanie and Kleinertz, Rainer}, booktitle = {Proceedings of the {GI} Jahrestagung}, keywords = {own}, title = {{N}eue {W}ege f{\"u}r die {M}usikforschung: {C}omputergest{\"u}tzte {A}nalyse harmonischer {S}trukturen}, year = 2023 }

%0 Conference Paper %1 WeissMKK23_NeueWege_GI %A Weiß, Christof %A Müller, Meinard %A Klauk, Stephanie %A Kleinertz, Rainer %B Proceedings of the GI Jahrestagung %C Berlin, Germany %D 2023 %T Neue Wege für die Musikforschung: Computergestützte Analyse harmonischer Strukturen
Klauk, Stephanie, Rainer Kleinertz, Christof Weiß, and Meinard Müller. “Perspektiven computergestützter Harmonischer Analyse: Beethovens Op. 14 Nr. 1 Als Gegenstand gattungsübergreifender Korpusanalyse”. In Proceedings of the GI Jahrestagung. Berlin, Germany, 2023.
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@inproceedings{KlaukKWM23_CompHarmAnalysisBeet_GI, address = {Berlin, Germany}, author = {Klauk, Stephanie and Kleinertz, Rainer and Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the {GI} Jahrestagung}, keywords = {own}, title = {{P}erspektiven computergestützter harmonischer {A}nalyse: {B}eethovens op. 14 Nr. 1 als {G}egenstand gattungsübergreifender {K}orpusanalyse}, year = 2023 }

%0 Conference Paper %1 KlaukKWM23_CompHarmAnalysisBeet_GI %A Klauk, Stephanie %A Kleinertz, Rainer %A Weiß, Christof %A Müller, Meinard %B Proceedings of the GI Jahrestagung %C Berlin, Germany %D 2023 %T Perspektiven computergestützter harmonischer Analyse: Beethovens op. 14 Nr. 1 als Gegenstand gattungsübergreifender Korpusanalyse
Weiß, Christof, Vlora Arifi-Müller, Michael Krause, Frank Zalkow, Stephanie Klauk, Rainer Kleinertz, and Meinard Müller. “Wagner Ring Dataset: A Complex Opera Scenario for Music Processing and Computational Musicology”. Transaction of the International Society for Music Information Retrieval (TISMIR) 6, no. 1 (2023): 135-49. https://doi.org/https://doi.org/10.5334/tismir.161.
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@article{WeissAKKM23_Wagner_TISMIR, author = {Wei{\ss}, Christof and Arifi-M{\"u}ller, Vlora and Krause, Michael and Zalkow, Frank and Klauk, Stephanie and Kleinertz, Rainer and M{\"u}ller, Meinard}, journal = {Transaction of the International Society for Music Information Retrieval ({TISMIR})}, keywords = {own}, number = 1, pages = {135-149}, title = {{W}agner {R}ing {D}ataset: {A} Complex Opera Scenario for Music Processing and Computational Musicology}, volume = 6, year = 2023 }

%0 Journal Article %1 WeissAKKM23_Wagner_TISMIR %A Weiß, Christof %A Arifi-Müller, Vlora %A Krause, Michael %A Zalkow, Frank %A Klauk, Stephanie %A Kleinertz, Rainer %A Müller, Meinard %D 2023 %J Transaction of the International Society for Music Information Retrieval (TISMIR) %N 1 %P 135-149 %R https://doi.org/10.5334/tismir.161 %T Wagner Ring Dataset: A Complex Opera Scenario for Music Processing and Computational Musicology %U https://transactions.ismir.net/articles/10.5334/tismir.161 %V 6
Krause, Michael, Christof Weiß, and Meinard Müller. “Soft Dynamic Time Warping For Multi Pitch Estimation And Beyond”. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Rhodes Island, Greece, 2023.
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@inproceedings{KrauseWM23_SoftDTW_ICASSP, address = {Rhodes Island, Greece}, author = {Krause, Michael and Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing ({ICASSP})}, keywords = {own}, title = {Soft Dynamic Time Warping For Multi Pitch Estimation And Beyond}, year = 2023 }

%0 Conference Paper %1 KrauseWM23_SoftDTW_ICASSP %A Krause, Michael %A Weiß, Christof %A Müller, Meinard %B Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) %C Rhodes Island, Greece %D 2023 %T Soft Dynamic Time Warping For Multi Pitch Estimation And Beyond
Krause, Michael, Christof Weiß, and Meinard Müller. “A Cross-Version Approach to Audio Representation Learning for Orchestral Music”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR). Milano, Italy, 2023.
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@inproceedings{KrauseWM23_CrossVersionLearning_ISMIR, address = {Milano, Italy}, author = {Krause, Michael and Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, title = {A Cross-Version Approach to Audio Representation Learning for Orchestral Music}, year = 2023 }

%0 Conference Paper %1 KrauseWM23_CrossVersionLearning_ISMIR %A Krause, Michael %A Weiß, Christof %A Müller, Meinard %B Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) %C Milano, Italy %D 2023 %T A Cross-Version Approach to Audio Representation Learning for Orchestral Music

2022[ to top ]

Almeida, Francisco C. F., Gilberto Bernardes, and Christof Weiß. “Mid-Level Harmonic Audio Features for Musical Style Classification”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR). Bengaluru, India, 2022.
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@inproceedings{AlmeidaBW22_FeaturesStyle_ISMIR, address = {Bengaluru, India}, author = {Almeida, Francisco C. F. and Bernardes, Gilberto and Wei{\ss}, Christof}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, title = {Mid-level Harmonic Audio Features for Musical Style Classification}, year = 2022 }

%0 Conference Paper %1 AlmeidaBW22_FeaturesStyle_ISMIR %A Almeida, Francisco C. F. %A Bernardes, Gilberto %A Weiß, Christof %B Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) %C Bengaluru, India %D 2022 %T Mid-level Harmonic Audio Features for Musical Style Classification
Balke, Stefan, Julian Reck, Christof Weiß, Jakob Abeßer, and Meinard Müller. “JSD: A Dataset for Structure Analysis in Jazz Music”. Transactions of the International Society for Music Information Retrieval (TISMIR) 5, no. 1 (2022): 156-72. https://doi.org/10.5334/tismir.131.
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@article{BalkeRWAM22_JazzStructureDataset_TISMIR, author = {Balke, Stefan and Reck, Julian and Wei{\ss}, Christof and Abe{\ss}er, Jakob and M{\"u}ller, Meinard}, journal = {Transactions of the International Society for Music Information Retrieval ({TISMIR})}, keywords = {own}, number = 1, pages = {156–172}, publisher = {Ubiquity Press}, title = {{JSD}: {A} Dataset for Structure Analysis in Jazz Music}, volume = 5, year = 2022 }

%0 Journal Article %1 BalkeRWAM22_JazzStructureDataset_TISMIR %A Balke, Stefan %A Reck, Julian %A Weiß, Christof %A Abeßer, Jakob %A Müller, Meinard %D 2022 %I Ubiquity Press %J Transactions of the International Society for Music Information Retrieval (TISMIR) %N 1 %P 156--172 %R 10.5334/tismir.131 %T JSD: A Dataset for Structure Analysis in Jazz Music %U https://doi.org/10.5334/tismir.131 %V 5
Weiß, Christof, and Geoffroy Peeters. “Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings”. IEEE/ACM/Transactions/on/Audio,/Speech/&/Language/Processing 30 (2022): 2814-27. https://doi.org/10.1109/TASLP.2022.3200547.
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@article{WeissP22_MultiPitchUNetSelfAtt_TASLP, author = {Wei{\ss}, Christof and Peeters, Geoffroy}, journal = {IEEE/ACM Transactions on Audio, Speech & Language Processing}, keywords = {own}, pages = {2814–2827}, title = {Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings}, volume = 30, year = 2022 }

%0 Journal Article %1 WeissP22_MultiPitchUNetSelfAtt_TASLP %A Weiß, Christof %A Peeters, Geoffroy %D 2022 %J IEEE/ACM Transactions on Audio, Speech & Language Processing %P 2814--2827 %R 10.1109/TASLP.2022.3200547 %T Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings %U https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9865174 %V 30

2021[ to top ]

Weiß, Christof, and Geoffroy Peeters. “Learning Multi-Pitch Estimation From Weakly Aligned Score-Audio Pairs Using a Multi-Label CTC Loss”. In Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 121-25. New Paltz, USA, 2021.
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@inproceedings{WeissP21_MultiPitchMCTC_WASPAA, address = {New Paltz, USA}, author = {Wei{\ss}, Christof and Peeters, Geoffroy}, booktitle = {Proceedings of the {IEEE} Workshop on Applications of Signal Processing to Audio and Acoustics ({WASPAA})}, keywords = {own}, pages = {121–125}, title = {Learning Multi-Pitch Estimation From Weakly Aligned Score-Audio Pairs Using a Multi-Label {CTC} Loss}, year = 2021 }

%0 Conference Paper %1 WeissP21_MultiPitchMCTC_WASPAA %A Weiß, Christof %A Peeters, Geoffroy %B Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) %C New Paltz, USA %D 2021 %P 121--125 %T Learning Multi-Pitch Estimation From Weakly Aligned Score-Audio Pairs Using a Multi-Label CTC Loss
Weiß, Christof, and Geoffroy Peeters. “Training Deep Pitch-Class Representations With a Multi-Label CTC Loss”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 754-61. Online, 2021.
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@inproceedings{WeissP21_DeepChromaMCTC_ISMIR, address = {Online}, author = {Wei{\ss}, Christof and Peeters, Geoffroy}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {754–761}, title = {Training Deep Pitch-Class Representations With a Multi-Label {CTC} Loss}, year = 2021 }

%0 Conference Paper %1 WeissP21_DeepChromaMCTC_ISMIR %A Weiß, Christof %A Peeters, Geoffroy %B Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) %C Online %D 2021 %P 754--761 %T Training Deep Pitch-Class Representations With a Multi-Label CTC Loss
Nowakowski, Matthias, Christof Weiß, and Jakob Abeßer. “Towards Deep Learning Strategies for Transcribing Electroacoustic Music”. In Perception, Representations, Image, Sound, Music, edited by Richard Kronland-Martinet, Solvi Ystad, and Mitsuko Aramaki, 48-59. Cham, Switzerland: Springer International Publishing, 2021.
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@inproceedings{NowakowskiWA21_ElectroacousticMusic_Springer, address = {Cham, Switzerland}, author = {Nowakowski, Matthias and Wei{\ss}, Christof and Abe{\ss}er, Jakob}, booktitle = {Perception, Representations, Image, Sound, Music}, editor = {Kronland-Martinet, Richard and Ystad, S{\o}lvi and Aramaki, Mitsuko}, keywords = {own}, pages = {48–59}, publisher = {Springer International Publishing}, title = {Towards Deep Learning Strategies for Transcribing Electroacoustic Music}, year = 2021 }

%0 Conference Paper %1 NowakowskiWA21_ElectroacousticMusic_Springer %A Nowakowski, Matthias %A Weiß, Christof %A Abeßer, Jakob %B Perception, Representations, Image, Sound, Music %C Cham, Switzerland %D 2021 %E Kronland-Martinet, Richard %E Ystad, Solvi %E Aramaki, Mitsuko %I Springer International Publishing %P 48--59 %T Towards Deep Learning Strategies for Transcribing Electroacoustic Music
Weiß, Christof, and Meinard Müller. “Computergestützte Visualisierung Von Tonalitätsverläufen in Musikaufnahmen. Möglichkeiten für Die Korpusanalyse”. In Instrumentalmusik Neben Haydn Und Mozart. Analyse, Aufführungspraxis Und Edition, edited by Stephanie Klauk, 107-30. Saarbrücker Studien zur Musikwissenschaft 20, Königshausen & Neumann, 2021.
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@incollection{WeissM21_TonalityVisualization_SSM, author = {Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {{I}nstrumentalmusik neben {H}aydn und {M}ozart. {A}nalyse, {A}uff{\"u}hrungspraxis und {E}dition}, editor = {Klauk, Stephanie}, keywords = {own}, pages = {107–130}, publisher = {Saarbr{\"u}cker Studien zur Musikwissenschaft 20, Königshausen \& Neumann}, title = {{C}omputergest{\"u}tzte {V}isualisierung von {T}onalit{\"a}tsverl{\"a}ufen in {M}usikaufnahmen. {M}{\"o}glichkeiten für die {K}orpusanalyse}, year = 2021 }

%0 Book Section %1 WeissM21_TonalityVisualization_SSM %A Weiß, Christof %A Müller, Meinard %B Instrumentalmusik neben Haydn und Mozart. Analyse, Aufführungspraxis und Edition %D 2021 %E Klauk, Stephanie %I Saarbrücker Studien zur Musikwissenschaft 20, Königshausen & Neumann %P 107--130 %T Computergestützte Visualisierung von Tonalitätsverläufen in Musikaufnahmen. Möglichkeiten für die Korpusanalyse
Krause, Michael, Meinard Müller, and Christof Weiß. “Singing Voice Detection in Opera Recordings: A Case Study on Robustness and Generalization”. Electronics 10, no. 10 (2021): 1214:1-14. https://doi.org/10.3390/electronics10101214.
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@article{KrauseMW21_OperaSingingActivity_Electronics, author = {Krause, Michael and M{\"u}ller, Meinard and Wei{\ss}, Christof}, journal = {Electronics}, keywords = {own}, number = 10, pages = {1214:1–14}, title = {Singing Voice Detection in Opera Recordings: A Case Study on Robustness and Generalization}, volume = 10, year = 2021 }

%0 Journal Article %1 KrauseMW21_OperaSingingActivity_Electronics %A Krause, Michael %A Müller, Meinard %A Weiß, Christof %D 2021 %J Electronics %N 10 %P 1214:1--14 %R 10.3390/electronics10101214 %T Singing Voice Detection in Opera Recordings: A Case Study on Robustness and Generalization %V 10
Weiß, Christof, Johannes Zeitler, Tim Zunner, Florian Schuberth, and Meinard Müller. “Learning Pitch-Class Representations from Score-Audio Pairs of Classical Music”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 746-53. Online, 2021.
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@inproceedings{WeissZZSM21_DeepChromaChord_ISMIR, address = {Online}, author = {Wei{\ss}, Christof and Zeitler, Johannes and Zunner, Tim and Schuberth, Florian and M{\"u}ller, Meinard}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {746–753}, title = {Learning Pitch-Class Representations from Score-Audio Pairs of Classical Music}, year = 2021 }

%0 Conference Paper %1 WeissZZSM21_DeepChromaChord_ISMIR %A Weiß, Christof %A Zeitler, Johannes %A Zunner, Tim %A Schuberth, Florian %A Müller, Meinard %B Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) %C Online %D 2021 %P 746--753 %T Learning Pitch-Class Representations from Score-Audio Pairs of Classical Music
Gotham, Mark, Rainer Kleinertz, Christof Weiß, Meinard Müller, and Stephanie Klauk. “What If the ’When’ Implies the ’What’?: Human Harmonic Analysis Datasets Clarify the Relative Role of Separate Steps in Automatic Tonal Analysis”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 229-36. Online, 2021.
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@inproceedings{GothamKWMK21_Harmony_ISMIR, address = {Online}, author = {Gotham, Mark and Kleinertz, Rainer and Wei{\ss}, Christof and M{\"u}ller, Meinard and Klauk, Stephanie}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {229–236}, title = {What if the 'When' Implies the 'What'?: Human Harmonic Analysis Datasets Clarify the Relative Role of Separate Steps in Automatic Tonal Analysis}, year = 2021 }

%0 Conference Paper %1 GothamKWMK21_Harmony_ISMIR %A Gotham, Mark %A Kleinertz, Rainer %A Weiß, Christof %A Müller, Meinard %A Klauk, Stephanie %B Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) %C Online %D 2021 %P 229--236 %T What if the 'When' Implies the 'What'?: Human Harmonic Analysis Datasets Clarify the Relative Role of Separate Steps in Automatic Tonal Analysis
Weiß, Christof, Frank Zalkow, Vlora Arifi-Müller, Meinard Müller, Hendrik Vincent Koops, Anja Volk, and Harald G. Grohganz. “Schubert Winterreise Dataset: A Multimodal Scenario for Music Analysis”. ACM Journal on Computing and Cultural Heritage (JOCCH) 14, no. 2 (2021): 25:1-18. https://doi.org/10.1145/3429743.
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@article{WeissZAMKVG21_WinterreiseDataset_ACM-JOCCH, author = {Wei{\ss}, Christof and Zalkow, Frank and Arifi-M{\"u}ller, Vlora and M{\"u}ller, Meinard and Koops, Hendrik Vincent and Volk, Anja and Grohganz, Harald G.}, journal = {{ACM} Journal on Computing and Cultural Heritage ({JOCCH})}, keywords = {own}, number = 2, pages = {25:1–18}, title = {{S}chubert {W}interreise Dataset: A Multimodal Scenario for Music Analysis}, volume = 14, year = 2021 }

%0 Journal Article %1 WeissZAMKVG21_WinterreiseDataset_ACM-JOCCH %A Weiß, Christof %A Zalkow, Frank %A Arifi-Müller, Vlora %A Müller, Meinard %A Koops, Hendrik Vincent %A Volk, Anja %A Grohganz, Harald G. %D 2021 %J ACM Journal on Computing and Cultural Heritage (JOCCH) %N 2 %P 25:1--18 %R 10.1145/3429743 %T Schubert Winterreise Dataset: A Multimodal Scenario for Music Analysis %U https://dl.acm.org/doi/10.1145/3429743 %V 14
Klauk, Stephanie, Rainer Kleinertz, Christof Weiß, and Meinard Müller. “’Seitensatz’ Versus ’Mittelsatz’: Expositionen in Beethovens frühen Klaviersonaten Zwischen zeitgenössischer Theorie Und computergestützter Analyse”. In Jahrbuch 2017 Des Staatlichen Instituts für Musikforschung (SIM) -- Preußischer Kulturbesitz, edited by Simone Hohmaier. Mainz: Schott Music, 2021.
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@incollection{KlaukKWM21_Beethoven_JahrbuchSIM, address = {{M}ainz}, author = {Klauk, Stephanie and Kleinertz, Rainer and Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {{J}ahrbuch 2017 des {S}taatlichen {I}nstituts f{\"u}r {M}usikforschung ({SIM}) – {P}reu{\ss}ischer {K}ulturbesitz}, editor = {Hohmaier, Simone}, keywords = {own}, publisher = {{S}chott {M}usic}, title = {'{S}eitensatz' versus '{M}ittelsatz': {E}xpositionen in {B}eethovens fr{\"u}hen {K}laviersonaten zwischen zeitgen{\"o}ssischer {T}heorie und computergest{\"u}tzter {A}nalyse}, year = 2021 }

%0 Book Section %1 KlaukKWM21_Beethoven_JahrbuchSIM %A Klauk, Stephanie %A Kleinertz, Rainer %A Weiß, Christof %A Müller, Meinard %B Jahrbuch 2017 des Staatlichen Instituts für Musikforschung (SIM) -- Preußischer Kulturbesitz %C Mainz %D 2021 %E Hohmaier, Simone %I Schott Music %T 'Seitensatz' versus 'Mittelsatz': Expositionen in Beethovens frühen Klaviersonaten zwischen zeitgenössischer Theorie und computergestützter Analyse
Krause, Michael, Meinard Müller, and Christof Weiß. “Towards Leitmotif Activity Detection in Opera Recordings”. Transactions of the International Society for Music Information Retrieval (TISMIR) 4, no. 1 (2021): 127-40. https://doi.org/10.5334/tismir.116.
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@article{KrauseMW21_LeitmotifDetection_TISMIR, author = {Krause, Michael and M{\"u}ller, Meinard and Wei{\ss}, Christof}, journal = {Transactions of the International Society for Music Information Retrieval ({TISMIR})}, keywords = {own}, number = 1, pages = {127–140}, publisher = {Ubiquity Press}, title = {Towards Leitmotif Activity Detection in Opera Recordings}, volume = 4, year = 2021 }

%0 Journal Article %1 KrauseMW21_LeitmotifDetection_TISMIR %A Krause, Michael %A Müller, Meinard %A Weiß, Christof %D 2021 %I Ubiquity Press %J Transactions of the International Society for Music Information Retrieval (TISMIR) %N 1 %P 127--140 %R 10.5334/tismir.116 %T Towards Leitmotif Activity Detection in Opera Recordings %U https://doi.org/10.5334/tismir.116 %V 4

2020[ to top ]

Krause, Michael, Frank Zalkow, Julia Zalkow, Christof Weiß, and Meinard Müller. “Classifying Leitmotifs in Recordings of Operas by Richard Wagner”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 473-80. Montreal, Canada, 2020.
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@inproceedings{KrauseZZWM20_LeitmotifClassification_ISMIR, address = {Montreal, Canada}, author = {Krause, Michael and Zalkow, Frank and Zalkow, Julia and Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {473–480}, title = {Classifying Leitmotifs in Recordings of Operas by {R}ichard {W}agner}, year = 2020 }

%0 Conference Paper %1 KrauseZZWM20_LeitmotifClassification_ISMIR %A Krause, Michael %A Zalkow, Frank %A Zalkow, Julia %A Weiß, Christof %A Müller, Meinard %B Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) %C Montreal, Canada %D 2020 %P 473--480 %T Classifying Leitmotifs in Recordings of Operas by Richard Wagner
Weiß, Christof, Hendrik Schreiber, and Meinard Müller. “Local Key Estimation in Music Recordings: A Case Study Across Songs, Versions, and Annotators”. IEEE/ACM/Transactions/on/Audio,/Speech/&/Language/Processing 28 (2020): 2919-32. https://doi.org/10.1109/TASLP.2020.3030485.
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@article{WeissSM20_LocalKey_TASLP, author = {Wei{\ss}, Christof and Schreiber, Hendrik and M{\"u}ller, Meinard}, journal = {IEEE/ACM Transactions on Audio, Speech & Language Processing}, keywords = {own}, pages = {2919–2932}, title = {Local Key Estimation in Music Recordings: A Case Study Across Songs, Versions, and Annotators}, volume = 28, year = 2020 }

%0 Journal Article %1 WeissSM20_LocalKey_TASLP %A Weiß, Christof %A Schreiber, Hendrik %A Müller, Meinard %D 2020 %J IEEE/ACM Transactions on Audio, Speech & Language Processing %P 2919--2932 %R 10.1109/TASLP.2020.3030485 %T Local Key Estimation in Music Recordings: A Case Study Across Songs, Versions, and Annotators %V 28
Schreiber, Hendrik, Christof Weiß, and Meinard Müller. “Local Key Estimation in Classical Music Recordings: A Cross-Version Study on Schubert’s Winterreise”. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 501-5. Barcelona, Spain, 2020. https://doi.org/10.1109/ICASSP40776.2020.9054642.
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@inproceedings{SchreiberWM20_LocalKey_ICASSP, address = {Barcelona, Spain}, author = {Schreiber, Hendrik and Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing ({ICASSP})}, keywords = {own}, pages = {501–505}, title = {Local Key Estimation in Classical Music Recordings: A Cross-Version Study on {S}chubert's {W}interreise}, year = 2020 }

%0 Conference Paper %1 SchreiberWM20_LocalKey_ICASSP %A Schreiber, Hendrik %A Weiß, Christof %A Müller, Meinard %B Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) %C Barcelona, Spain %D 2020 %P 501--505 %R 10.1109/ICASSP40776.2020.9054642 %T Local Key Estimation in Classical Music Recordings: A Cross-Version Study on Schubert's Winterreise
Rosenzweig, Sebastian, Helena Cuesta, Christof Weiß, Frank Scherbaum, Emilia Gómez, and Meinard Müller. “Dagstuhl ChoirSet: A Multitrack Dataset for MIR Research on Choral Singing”. Transactions of the International Society for Music Information Retrieval (TISMIR) 3, no. 1 (2020): 98-110. https://doi.org/10.5334/tismir.48.
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@article{RosenzweigCWSGM20_DCS_TISMIR, author = {Rosenzweig, Sebastian and Cuesta, Helena and Wei{\ss}, Christof and Scherbaum, Frank and G{\'o}mez, Emilia and M{\"u}ller, Meinard}, journal = {Transactions of the International Society for Music Information Retrieval ({TISMIR})}, keywords = {own}, number = 1, pages = {98–110}, publisher = {Ubiquity Press}, title = {Dagstuhl ChoirSet: A Multitrack Dataset for MIR Research on Choral Singing}, volume = 3, year = 2020 }

%0 Journal Article %1 RosenzweigCWSGM20_DCS_TISMIR %A Rosenzweig, Sebastian %A Cuesta, Helena %A Weiß, Christof %A Scherbaum, Frank %A Gómez, Emilia %A Müller, Meinard %D 2020 %I Ubiquity Press %J Transactions of the International Society for Music Information Retrieval (TISMIR) %N 1 %P 98--110 %R 10.5334/tismir.48 %T Dagstuhl ChoirSet: A Multitrack Dataset for MIR Research on Choral Singing %U http://doi.org/10.5334/tismir.48 %V 3
Weiß, Christof, Stephanie Klauk, Mark Gotham, Meinard Müller, and Rainer Kleinertz. “Discourse Not Dualism: An Interdisciplinary Dialogue On Sonata Form in Beethoven’s Early Piano Sonatas”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 199-206. Montréal, Canada, 2020.
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@inproceedings{WeissKGMK20_Beethoven_ISMIR, address = {Montr{\'{e}}al, Canada}, author = {Wei{\ss}, Christof and Klauk, Stephanie and Gotham, Mark and M{\"u}ller, Meinard and Kleinertz, Rainer}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {199–206}, title = {Discourse Not Dualism: {A}n Interdisciplinary Dialogue On Sonata Form in {B}eethoven's Early Piano Sonatas}, year = 2020 }

%0 Conference Paper %1 WeissKGMK20_Beethoven_ISMIR %A Weiß, Christof %A Klauk, Stephanie %A Gotham, Mark %A Müller, Meinard %A Kleinertz, Rainer %B Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) %C Montréal, Canada %D 2020 %P 199--206 %T Discourse Not Dualism: An Interdisciplinary Dialogue On Sonata Form in Beethoven's Early Piano Sonatas

2019[ to top ]

Weiß, Christof, Sebastian J. Schlecht, Sebastian Rosenzweig, and Meinard Müller. “Towards Measuring Intonation Quality of Choir Recordings: A Case Study on Bruckner’s Locus Iste”. In Proceedings of the 20th International Society for Music Information Retrieval Conference (ISMIR), 276-83. Delft, The Netherlands, 2019.
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@inproceedings{WeissSRM19_ChoirIntonation_ISMIR, address = {Delft, The Netherlands}, author = {Wei{\ss}, Christof and Schlecht, Sebastian J. and Rosenzweig, Sebastian and M{\"u}ller, Meinard}, booktitle = {Proceedings of the 20th International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {276–283}, title = {Towards Measuring Intonation Quality of Choir Recordings: A Case Study on Bruckner's Locus Iste}, year = 2019 }

%0 Conference Paper %1 WeissSRM19_ChoirIntonation_ISMIR %A Weiß, Christof %A Schlecht, Sebastian J. %A Rosenzweig, Sebastian %A Müller, Meinard %B Proceedings of the 20th International Society for Music Information Retrieval Conference (ISMIR) %C Delft, The Netherlands %D 2019 %P 276--283 %T Towards Measuring Intonation Quality of Choir Recordings: A Case Study on Bruckner's Locus Iste
Nowakowski, Matthias, Christof Weiß, and Jakob Abeßer. “Towards Deep Learning Strategies for Transcribing Electroacoustic Music”. In Proceedings of the 14th International Symposium on Computer Music Multidisciplinary Research (CMMR), 450-61. Marseille, France, 2019.
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@inproceedings{NowakowskiWA19_ElectroacousticMusic_CMMR, address = {Marseille, France}, author = {Nowakowski, Matthias and Wei{\ss}, Christof and Abe{\ss}er, Jakob}, booktitle = {Proceedings of the 14th International Symposium on Computer Music Multidisciplinary Research ({CMMR})}, keywords = {own}, pages = {450–461}, title = {Towards Deep Learning Strategies for Transcribing Electroacoustic Music}, year = 2019 }

%0 Conference Paper %1 NowakowskiWA19_ElectroacousticMusic_CMMR %A Nowakowski, Matthias %A Weiß, Christof %A Abeßer, Jakob %B Proceedings of the 14th International Symposium on Computer Music Multidisciplinary Research (CMMR) %C Marseille, France %D 2019 %P 450--461 %T Towards Deep Learning Strategies for Transcribing Electroacoustic Music
Taenzer, Michael, Jakob Abeßer, Stylianos I. Mimilakis, Christof Weiß, Hanna Lukashevich, and Meinard Müller. “Investigating CNN-Based Instrument Family Recognition for Western Classical Music Recordings”. In Proceedings of the 20th International Society for Music Information Retrieval Conference (ISMIR), 612-19. Delft, The Netherlands, 2019.
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@inproceedings{TaenzerAMWLM_InstrumentReco_ISMIR, address = {Delft, The Netherlands}, author = {Taenzer, Michael and Abe{\ss}er, Jakob and Mimilakis, Stylianos I. and Wei{\ss}, Christof and Lukashevich, Hanna and M{\"u}ller, Meinard}, booktitle = {Proceedings of the 20th International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {612–619}, title = {Investigating {CNN}-based Instrument Family Recognition for Western Classical Music Recordings}, year = 2019 }

%0 Conference Paper %1 TaenzerAMWLM_InstrumentReco_ISMIR %A Taenzer, Michael %A Abeßer, Jakob %A Mimilakis, Stylianos I. %A Weiß, Christof %A Lukashevich, Hanna %A Müller, Meinard %B Proceedings of the 20th International Society for Music Information Retrieval Conference (ISMIR) %C Delft, The Netherlands %D 2019 %P 612--619 %T Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings
Weiß, Christof, Fabian Brand, and Meinard Müller. “Mid-Level Chord Transition Features for Musical Style Analysis”. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 341-45. Brighton, UK, 2019. https://doi.org/10.1109/ICASSP.2019.8682293.
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@inproceedings{WeissBM19_SoftTransitions_ICASSP, address = {Brighton, {UK}}, author = {Wei{\ss}, Christof and Brand, Fabian and M{\"u}ller, Meinard}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing ({ICASSP})}, keywords = {own}, pages = {341–345}, title = {Mid-Level Chord Transition Features for Musical Style Analysis}, year = 2019 }

%0 Conference Paper %1 WeissBM19_SoftTransitions_ICASSP %A Weiß, Christof %A Brand, Fabian %A Müller, Meinard %B Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) %C Brighton, UK %D 2019 %P 341--345 %R 10.1109/ICASSP.2019.8682293 %T Mid-Level Chord Transition Features for Musical Style Analysis
Weiß, Christof, Matthias Mauch, Simon Dixon, and Meinard Müller. “Investigating Style Evolution of Western Classical Music: A Computational Approach”. Musicae Scientiae 23, no. 4 (2019): 486-507. https://doi.org/10.1177/1029864918757595.
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@article{WeissMDM19_StyleEvolution_MusicaeScientiae, author = {Wei{\ss}, Christof and Mauch, Matthias and Dixon, Simon and M{\"u}ller, Meinard}, journal = {Musicae Scientiae}, keywords = {own}, number = 4, pages = {486–507}, title = {Investigating Style Evolution of {W}estern Classical Music: A Computational Approach}, volume = 23, year = 2019 }

%0 Journal Article %1 WeissMDM19_StyleEvolution_MusicaeScientiae %A Weiß, Christof %A Mauch, Matthias %A Dixon, Simon %A Müller, Meinard %D 2019 %J Musicae Scientiae %N 4 %P 486--507 %R 10.1177/1029864918757595 %T Investigating Style Evolution of Western Classical Music: A Computational Approach %V 23
Mimilakis, Stylianos I., Christof Weiß, Vlora Arifi-Müller, Jakob Abeßer, and Meinard Müller. “Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning”. In Machine Learning and Knowledge Discovery in Databases - Proceedings of the International Workshops of ECML PKDD 2019, Part II, 1168:429-36. Communications in Computer and Information Science. Würzburg, Germany: Springer, 2019.
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@inproceedings{MimilakisWAAM19_SingingVDetWagner_MML, address = {W{\"u}rzburg, Germany}, author = {Mimilakis, Stylianos I. and Wei{\ss}, Christof and Arifi-M{\"u}ller, Vlora and Abe{\ss}er, Jakob and M{\"u}ller, Meinard}, booktitle = {Machine Learning and Knowledge Discovery in Databases - Proceedings of the International Workshops of {ECML} {PKDD} 2019, Part {II}}, keywords = {own}, pages = {429–436}, publisher = {Springer}, series = {Communications in Computer and Information Science}, title = {Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning}, volume = 1168, year = 2019 }

%0 Conference Paper %1 MimilakisWAAM19_SingingVDetWagner_MML %A Mimilakis, Stylianos I. %A Weiß, Christof %A Arifi-Müller, Vlora %A Abeßer, Jakob %A Müller, Meinard %B Machine Learning and Knowledge Discovery in Databases - Proceedings of the International Workshops of ECML PKDD 2019, Part II %C Würzburg, Germany %D 2019 %I Springer %P 429--436 %T Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning %V 1168

2018[ to top ]

Weiß, Christof, Stefan Balke, Jakob Abeßer, and Meinard Müller. “Computational Corpus Analysis: A Case Study on Jazz Solos”. In Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR), 416-23. Paris, France, 2018.
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@inproceedings{WeissBAM18_JazzComplexity_ISMIR, address = {Paris, France}, author = {Wei{\ss}, Christof and Balke, Stefan and Abe{\ss}er, Jakob and M{\"u}ller, Meinard}, booktitle = {Proceedings of the 19th International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {416–423}, title = {Computational Corpus Analysis: A Case Study on Jazz Solos}, year = 2018 }

%0 Conference Paper %1 WeissBAM18_JazzComplexity_ISMIR %A Weiß, Christof %A Balke, Stefan %A Abeßer, Jakob %A Müller, Meinard %B Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR) %C Paris, France %D 2018 %P 416--423 %T Computational Corpus Analysis: A Case Study on Jazz Solos

2017[ to top ]

Weiß, Christof, Frank Zalkow, Meinard Müller, Stephanie Klauk, and Rainer Kleinertz. “Versionsübergreifende Visualisierung Harmonischer Verläufe: Eine Fallstudie Zu Wagners Ring-Zyklus”. In Proceedings of the Jahrestagung Der Gesellschaft für Informatik (GI), 205-17. Chemnitz, Germany, 2017. https://doi.org/10.18420/in2017_14.
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@inproceedings{WeissZMKK_WagnerRing_GI, address = {Chemnitz, Germany}, author = {Wei{\ss}, Christof and Zalkow, Frank and M{\"u}ller, Meinard and Klauk, Stephanie and Kleinertz, Rainer}, booktitle = {Proceedings of the Jahrestagung der Gesellschaft f{\"u}r Informatik ({GI})}, keywords = {own}, pages = {205–217}, title = {{V}ersions{\"u}bergreifende {V}isualisierung harmonischer {V}erl{\"a}ufe: {E}ine {F}allstudie zu {W}agners {R}ing-{Z}yklus}, year = 2017 }

%0 Conference Paper %1 WeissZMKK_WagnerRing_GI %A Weiß, Christof %A Zalkow, Frank %A Müller, Meinard %A Klauk, Stephanie %A Kleinertz, Rainer %B Proceedings of the Jahrestagung der Gesellschaft für Informatik (GI) %C Chemnitz, Germany %D 2017 %P 205--217 %R 10.18420/in2017_14 %T Versionsübergreifende Visualisierung harmonischer Verläufe: Eine Fallstudie zu Wagners Ring-Zyklus
Weiß, Christof. “Computational Methods for Tonality-Based Style Analysis of Classical Music Audio Recordings”. PhD dissertation, Ilmenau University of Technology, 2017. http://www.db-thueringen.de/receive/dbt_mods_00032890.
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@phdthesis{Weiss17_StyleAnalysis_PhD, address = {Ilmenau, Germany}, author = {Wei{\ss}, Christof}, keywords = {own}, school = {Ilmenau University of Technology}, title = {Computational Methods for Tonality-Based Style Analysis of Classical Music Audio Recordings}, year = 2017 }

%0 Thesis %1 Weiss17_StyleAnalysis_PhD %A Weiß, Christof %C Ilmenau, Germany %D 2017 %T Computational Methods for Tonality-Based Style Analysis of Classical Music Audio Recordings %U http://www.db-thueringen.de/receive/dbt_mods_00032890
Zalkow, Frank, Christof Weiß, and Meinard Müller. “Exploring Tonal-Dramatic Relationships in Richard Wagner’s Ring Cycle”. In Proceedings of the 18th International Society for Music Information Retrieval Conference (ISMIR), 642-48. Suzhou, China, 2017.
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@inproceedings{ZalkowWM17_WagnerHarmony_ISMIR, address = {Suzhou, China}, author = {Zalkow, Frank and Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the 18th International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {642–648}, title = {Exploring Tonal-Dramatic Relationships in {R}ichard {W}agner{'}s {R}ing Cycle}, year = 2017 }

%0 Conference Paper %1 ZalkowWM17_WagnerHarmony_ISMIR %A Zalkow, Frank %A Weiß, Christof %A Müller, Meinard %B Proceedings of the 18th International Society for Music Information Retrieval Conference (ISMIR) %C Suzhou, China %D 2017 %P 642--648 %T Exploring Tonal-Dramatic Relationships in Richard Wagner's Ring Cycle
Zalkow, Frank, Christof Weiß, Thomas Prätzlich, Vlora Arifi-Müller, and Meinard Müller. “A Multi-Version Approach for Transferring Measure Annotations Between Music Recordings”. In Proceedings of the AES International Conference on Semantic Audio, 148-55. Erlangen, Germany, 2017.
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@inproceedings{ZalkowWPAM17_MeasureTransfer_AES, address = {Erlangen, Germany}, author = {Zalkow, Frank and Wei{\ss}, Christof and Pr{\"a}tzlich, Thomas and Arifi-M{\"u}ller, Vlora and M{\"u}ller, Meinard}, booktitle = {Proceedings of the {AES} International Conference on Semantic Audio}, keywords = {own}, pages = {148–155}, title = {A Multi-Version Approach for Transferring Measure Annotations Between Music Recordings}, year = 2017 }

%0 Conference Paper %1 ZalkowWPAM17_MeasureTransfer_AES %A Zalkow, Frank %A Weiß, Christof %A Prätzlich, Thomas %A Arifi-Müller, Vlora %A Müller, Meinard %B Proceedings of the AES International Conference on Semantic Audio %C Erlangen, Germany %D 2017 %P 148--155 %T A Multi-Version Approach for Transferring Measure Annotations Between Music Recordings

2016[ to top ]

Weiß, Christof, Vlora Arifi-Müller, Thomas Prätzlich, Rainer Kleinertz, and Meinard Müller. “Analyzing Measure Annotations for Western Classical Music Recordings”. In Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR), 517-23. New York, USA, 2016.
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@inproceedings{WeissAPKM16_Measure_ISMIR, address = {New York, USA}, author = {Wei{\ss}, Christof and Arifi-M{\"u}ller, Vlora and Pr{\"a}tzlich, Thomas and Kleinertz, Rainer and M{\"u}ller, Meinard}, booktitle = {Proceedings of the 17th International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {517–523}, title = {Analyzing Measure Annotations for Western Classical Music Recordings}, year = 2016 }

%0 Conference Paper %1 WeissAPKM16_Measure_ISMIR %A Weiß, Christof %A Arifi-Müller, Vlora %A Prätzlich, Thomas %A Kleinertz, Rainer %A Müller, Meinard %B Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR) %C New York, USA %D 2016 %P 517--523 %T Analyzing Measure Annotations for Western Classical Music Recordings
Weiß, Christof, Rainer Kleinertz, and Meinard Müller. “Möglichkeiten Der computergestützten Erkennung Und Visualisierung Harmonischer Strukturen -- Eine Fallstudie Zu Richard Wagners ‘Die Walküre’”. In Bericht Zur Jahrestagung Der Gesellschaft für Musikforschung (GfM) 2015 in Halle Saale, edited by Wolfgang Auhagen and Wolfgang Hirschmann. Mainz, Germany: Schott Campus, 2016.
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@inproceedings{WeissKM16_Walkuere_GfM, address = {Mainz, Germany}, author = {Wei{\ss}, Christof and Kleinertz, Rainer and M{\"u}ller, Meinard}, booktitle = {{B}ericht zur {J}ahrestagung der {G}esellschaft f{\"u}r {M}usikforschung ({GfM}) 2015 in Halle/Saale}, editor = {Auhagen, Wolfgang and Hirschmann, Wolfgang}, keywords = {own}, publisher = {{S}chott {C}ampus}, title = {{M}{\"o}glichkeiten der computergest{\"u}tzten {E}rkennung und {V}isualisierung harmonischer {S}trukturen – eine {F}allstudie zu {R}ichard {W}agners "{D}ie {W}alk{\"u}re"}, year = 2016 }

%0 Conference Paper %1 WeissKM16_Walkuere_GfM %A Weiß, Christof %A Kleinertz, Rainer %A Müller, Meinard %B Bericht zur Jahrestagung der Gesellschaft für Musikforschung (GfM) 2015 in Halle/Saale %C Mainz, Germany %D 2016 %E Auhagen, Wolfgang %E Hirschmann, Wolfgang %I Schott Campus %T Möglichkeiten der computergestützten Erkennung und Visualisierung harmonischer Strukturen -- eine Fallstudie zu Richard Wagners "Die Walküre"

2015[ to top ]

Weiß, Christof, and Meinard Müller. “Tonal Complexity Features for Style Classification of Classical Music”. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 688-92. Brisbane, Australia, 2015.
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@inproceedings{WeissM15_TonalComplexity_ICASSP, address = {Brisbane, Australia}, author = {Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing ({ICASSP})}, keywords = {own}, pages = {688–692}, title = {Tonal Complexity Features for Style Classification of Classical Music}, year = 2015 }

%0 Conference Paper %1 WeissM15_TonalComplexity_ICASSP %A Weiß, Christof %A Müller, Meinard %B Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) %C Brisbane, Australia %D 2015 %P 688--692 %T Tonal Complexity Features for Style Classification of Classical Music
Weiß, Christof, and Maximilian Schaab. “On the Impact of Key Detection Performance for Identifying Classical Music Styles”. In Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR), 45-51. Málaga, Spain, 2015.
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@inproceedings{WeissS15_KeyDetectionStyle_ISMIR, address = {M{\'a}laga, Spain}, author = {Wei{\ss}, Christof and Schaab, Maximilian}, booktitle = {Proceedings of the 16th International Society for Music Information Retrieval Conference ({ISMIR})}, keywords = {own}, pages = {45–51}, title = {On the Impact of Key Detection Performance for Identifying Classical Music Styles}, year = 2015 }

%0 Conference Paper %1 WeissS15_KeyDetectionStyle_ISMIR %A Weiß, Christof %A Schaab, Maximilian %B Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR) %C Málaga, Spain %D 2015 %P 45--51 %T On the Impact of Key Detection Performance for Identifying Classical Music Styles
Habryka, Julian, and Christof Weiß. “Zum Scherzo Aus Hans Rotts 1. Sinfonie”. In Mythos Handwerk?, edited by Ariane Jeßulat, 187-212. Würzburg, Germany: Königshausen & Neumann, 2015.
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- [ EndNote ]
@incollection{HabrykaW15_LocalKey_KOENIGSHAUSEN, address = {W{\"u}rzburg, Germany}, author = {Habryka, Julian and Wei{\ss}, Christof}, booktitle = {{M}ythos {H}andwerk?}, editor = {Je{\ss}ulat, Ariane}, keywords = {own}, pages = {187–212}, publisher = {{K}{\"o}nigshausen {\&} {N}eumann}, title = {{Z}um {S}cherzo aus {H}ans {R}otts 1. {S}infonie}, year = 2015 }

%0 Book Section %1 HabrykaW15_LocalKey_KOENIGSHAUSEN %A Habryka, Julian %A Weiß, Christof %B Mythos Handwerk? %C Würzburg, Germany %D 2015 %E Jeßulat, Ariane %I Königshausen & Neumann %P 187--212 %T Zum Scherzo aus Hans Rotts 1. Sinfonie

2014[ to top ]

Weiß, Christof, Matthias Mauch, and Simon Dixon. “Timbre-Invariant Audio Features for Style Analysis of Classical Music”. In Proceedings of the Joint Conference 40th ICMC and 11th SMC, 1461-68. Athens, Greece, 2014.
- [ BibTeX ]
- [ EndNote ]
- [ url-pdf ]
@inproceedings{WeissMD14_StyleClassification_ICMC, address = {Athens, Greece}, author = {Wei{\ss}, Christof and Mauch, Matthias and Dixon, Simon}, booktitle = {Proceedings of the Joint Conference 40th {ICMC} and 11th {SMC}}, keywords = {own}, pages = {1461–1468}, title = {Timbre-Invariant Audio Features for Style Analysis of Classical Music}, year = 2014 }

%0 Conference Paper %1 WeissMD14_StyleClassification_ICMC %A Weiß, Christof %A Mauch, Matthias %A Dixon, Simon %B Proceedings of the Joint Conference 40th ICMC and 11th SMC %C Athens, Greece %D 2014 %P 1461--1468 %T Timbre-Invariant Audio Features for Style Analysis of Classical Music
Weiß, Christof, and Meinard Müller. “Quantifying and Visualizing Tonal Complexity”. In Proceedings of the 9th Conference on Interdisciplinary Musicology (CIM), 184-87. Berlin, Germany, 2014.
- [ BibTeX ]
- [ EndNote ]
@inproceedings{WeissM14_TonalComplexity_CIM, address = {Berlin, Germany}, author = {Wei{\ss}, Christof and M{\"u}ller, Meinard}, booktitle = {Proceedings of the 9th Conference on Interdisciplinary Musicology ({CIM})}, keywords = {own}, pages = {184–187}, title = {Quantifying and Visualizing Tonal Complexity}, year = 2014 }

%0 Conference Paper %1 WeissM14_TonalComplexity_CIM %A Weiß, Christof %A Müller, Meinard %B Proceedings of the 9th Conference on Interdisciplinary Musicology (CIM) %C Berlin, Germany %D 2014 %P 184--187 %T Quantifying and Visualizing Tonal Complexity
Weiß, Christof, and Julian Habryka. “Chroma-Based Scale Matching for Audio Tonality Analysis”. In Proceedings of the 9th Conference on Interdisciplinary Musicology (CIM), 168-73. Berlin, Germany, 2014. https://www.audiolabs-erlangen.de/fau/assistant/weiss/CIM14_WeissHabryka_ScaleMatching.pdf.
- [ BibTeX ]
- [ EndNote ]
@inproceedings{WeissH14_LocalKeys_CIM, address = {Berlin, Germany}, author = {Wei{\ss}, Christof and Habryka, Julian}, booktitle = {Proceedings of the 9th Conference on Interdisciplinary Musicology ({CIM})}, keywords = {own}, pages = {168–173}, title = {Chroma-Based Scale Matching for Audio Tonality Analysis}, year = 2014 }

%0 Conference Paper %1 WeissH14_LocalKeys_CIM %A Weiß, Christof %A Habryka, Julian %B Proceedings of the 9th Conference on Interdisciplinary Musicology (CIM) %C Berlin, Germany %D 2014 %P 168--173 %T Chroma-Based Scale Matching for Audio Tonality Analysis %U https://www.audiolabs-erlangen.de/fau/assistant/weiss/CIM14_WeissHabryka_ScaleMatching.pdf
Weiß, Christof, Estefanía Cano, and Hanna Lukashevich. “A Mid-Level Approach to Local Tonality Analysis: Extracting Key Signatures from Audio”. In Proceedings of the 53rd AES International Conference on Semantic Audio. London, UK, 2014.
- [ BibTeX ]
- [ EndNote ]
- [ url-pdf ]
@inproceedings{WeissCL14_LocalToanlityPop_AES, address = {London, {UK}}, author = {Wei{\ss}, Christof and Cano, Estefan{\'i}a and Lukashevich, Hanna}, booktitle = {Proceedings of the 53rd {AES} International Conference on Semantic Audio}, keywords = {own}, title = {A Mid-Level Approach to Local Tonality Analysis: Extracting Key Signatures from Audio}, year = 2014 }

%0 Conference Paper %1 WeissCL14_LocalToanlityPop_AES %A Weiß, Christof %A Cano, Estefanía %A Lukashevich, Hanna %B Proceedings of the 53rd AES International Conference on Semantic Audio %C London, UK %D 2014 %T A Mid-Level Approach to Local Tonality Analysis: Extracting Key Signatures from Audio
Eppler, Arndt, Andreas Männchen, Jakob Abeßer, Christof Weiß, and Klaus Frieler. “Automatic Style Classification of Jazz Records With Respect to Rhythm, Tempo, and Tonality”. In Proceedings of the 9th Conference on Interdisciplinary Musicology (CIM), 162-67.
- [ BibTeX ]
- [ EndNote ]
- [ url-pdf ]
@inproceedings{EpplerMAWF14_JazzStyleClassi_CIM, author = {Eppler, Arndt and M{\"a}nnchen, Andreas and Abe{\ss}er, Jakob and Wei{\ss}, Christof and Frieler, Klaus}, booktitle = {Proceedings of the 9th Conference on Interdisciplinary Musicology ({CIM})}, keywords = {own}, pages = {162–167}, title = {Automatic Style Classification of Jazz Records with Respect to Rhythm, Tempo, and Tonality}, year = 2014 }

%0 Conference Paper %1 EpplerMAWF14_JazzStyleClassi_CIM %A Eppler, Arndt %A Männchen, Andreas %A Abeßer, Jakob %A Weiß, Christof %A Frieler, Klaus %B Proceedings of the 9th Conference on Interdisciplinary Musicology (CIM) %D 2014 %P 162--167 %T Automatic Style Classification of Jazz Records with Respect to Rhythm, Tempo, and Tonality

2013[ to top ]

Weiß, Christof. “Global Key Extraction from Classical Music Audio Recordings Based on the Final Chord”. In Proceedings of the 10th Sound and Music Computing Conference (SMC), 742-47. Stockholm, Sweden, 2013.
- [ BibTeX ]
- [ EndNote ]
- [ url-pdf ]
@inproceedings{Weiss13_GlobalKey_SMC, address = {Stockholm, Sweden}, author = {Wei{\ss}, Christof}, booktitle = {Proceedings of the 10th Sound and Music Computing Conference ({SMC})}, keywords = {own}, pages = {742–747}, title = {Global Key Extraction from Classical Music Audio Recordings Based on the Final Chord}, year = 2013 }

%0 Conference Paper %1 Weiss13_GlobalKey_SMC %A Weiß, Christof %B Proceedings of the 10th Sound and Music Computing Conference (SMC) %C Stockholm, Sweden %D 2013 %P 742--747 %T Global Key Extraction from Classical Music Audio Recordings Based on the Final Chord
Hirsch, Martin, Werner Porod, Christof Weiß, and Florian Staub. “Supersymmetric Type-III Seesaw Mechanism: Lepton Flavor Violation and LHC Phenomenology”. Physical Review D 87, no. 1 (January 2013): 013010. https://doi.org/10.1103/PhysRevD.87.013010.
- [ BibTeX ]
- [ EndNote ]
- [ DOI ]
- [ url-pdf ]
@article{PhysRevD.87.013010, author = {Hirsch, Martin and Porod, Werner and Wei{\ss}, Christof and Staub, Florian}, journal = {Physical Review D}, keywords = {own}, month = {01}, number = 1, pages = {013010}, publisher = {American Physical Society}, title = {Supersymmetric Type-{III} Seesaw Mechanism: Lepton Flavor Violation and {LHC} Phenomenology}, volume = 87, year = 2013 }

%0 Journal Article %1 PhysRevD.87.013010 %A Hirsch, Martin %A Porod, Werner %A Weiß, Christof %A Staub, Florian %D 2013 %I American Physical Society %J Physical Review D %N 1 %P 013010 %R 10.1103/PhysRevD.87.013010 %T Supersymmetric Type-III Seesaw Mechanism: Lepton Flavor Violation and LHC Phenomenology %V 87

Keynote: Computergestützte Musikanalyse: Korpora, Konzepte und Algorithmen, Jahrestagung der Gesellschaft für Musikforschung (GfM), Universität des Saarlandes, October 5th, 2023
Computergestützte Musikanalyse: Szenarien, Methoden und Evaluationsprobleme, Workshop: Datenanalyse für die Digital Humanities: Projekte, Methoden, Einsichten, Center for Artificial Intelligence and Data Science (CAIDAS), JMU Würzburg, February 8th, 2023
Computational Analysis of Music Audio Recordings: Exploiting Raw Data for the Humanities, AI talks, Center for Artificial Intelligence and Data Science (CAIDAS), JMU Würzburg, January 24th, 2023
Computergestützte Analyse von Musikaufnahmen: Korpora, Konzepte und Algorithmen, Arbeitskreis Philologie und Digitalität, Zentrum für Philologie und Digitalität (ZPD), JMU Würzburg, December 15th, 2022
Neue Wege für die Musikforschung mittels Digitaler Signalverarbeitung (with Rainer Kleinertz and Meinard Müller), Ringvorlesung Geisteswissenschaften und Informatik im Dialog – Aktuelle Perspektiven der Digital Humanitities, Musikwissenschaft Univ. d. Saarlandes / Trier Center for Digital Humanities, January 10th, 2022
Musikwissenschaft und Informatik im Dialog: Möglichkeiten der computergestützten harmonischen Analyse (with Rainer Kleinertz), Vortragsreihe Praxis der Digital Humanities, Trier Center for Digital Humanities, Universität Trier, January 7th, 2021
Neue Wege für die Musikforschung mittels Digitaler Signalverarbeitung (with Meinard Müller), Ringvorlesung Tech Talk, Interdisziplinäres Zentrum für Digitale Geistes- und Sozialwissenschaften, FAU Erlangen-Nürnberg, December 10th, 2019 Handouts (Part 1), Handouts (Part 2), Flyer
Exploiting Audio Data for Musicological Research, 2nd Heidelberg Computational Humanities Summer School (HCH19), Heidelberg University, July 2019
Das ist Haydn, ganz sicher! – Über die automatische Erkennung von Musikstilen, Wissenschaft im Schloss, FAU Erlangen-Nürnberg, June 17th, 2019. Video of the talk
Wie gut können Computer hören? Die Analyse von Musikaufnahmen als interdisziplinäres Forschungsfeld, Collegium Alexandrinum, FAU Erlangen-Nürnberg, May 9th, 2019. Video of the talk
Das ist Haydn, ganz sicher!, Max-Reger-Gymnasium Amberg (Germany), February 2019
Wie gut können Computer hören? – Über die Anwendung musiktheoretischer Konzepte auf Audiodaten, Hochschule für Musik Würzburg, December 2018
Computergestützte Analyse von Musikaufnahmen am Beispiel von Richard Wagners Ring-Zyklus, Institutskolloquium des Instituts für Musikforschung, JMU Würzburg, July 2017
Computergestützte Analyse von Musikaufnahmen – Neue Möglichkeiten für die Musikwissenschaften, Hochschule für Musik Karlsruhe, November 2016

Organization of Scientific Events

Chair, 4. Workshop der GI-Fachgruppe "Informatik und Digital Humanities", INFORMATIK Festival 2023, Berlin, September 2023
Music Chair (with Martin Gasser), International Society for Music Information Conference (ISMIR), Delft (The Netherlands), November 2019
Organizer, Seminar Musiktechnologie im 21. Jahrhundert – Vom mp3-Player zum virtuellen Musikwissenschaftler for fellows of the Stiftung der Deutschen Wirtschaft (sdw), Ilmenau (Germany), July 2015

Editorial Activities and Society Activities

Member of the Board of Directors of the International Society for Music Information Retrieval (ISMIR), 2022–2023
Member of the Editorial board, ACM Journal on Computing and Cultural Heritage, since 2022

Reviewing

Proceedings of the International Society for Music Information Retrieval Conference (Meta-Reviewer)
Transactions of the International Society for Music Information Retrieval
Proceedings Conference on Computational Humanities Research (CHR)
Journal of Cultural Analytics
Music & Science
IEEE Signal Processing Magazine
Musicae Scientiae
Neural Computing and Applications
Scientometrics
IEEE/ACM Transactions on Audio, Speech, and Language Processing
ACM Journal on Computing and Cultural Heritage
Applied Sciences

Participations

Dagstuhl Seminar: Deep Learning and Knowledge Integration for Music Audio Analysis, Schloss Dagstuhl, Leibniz-Zentrum für Informatik, Wadern (Germany), January 2019
Dagstuhl Seminar: Computational Methods for Melody and Voice Processing in Music Recordings, Schloss Dagstuhl, Leibniz-Zentrum für Informatik, Wadern (Germany), January 2019
Lorentz Workshop: Computational Ethnomusicology: Methodologies for a New Field, Lorentz International Center for Scientific Workshops, Leiden (The Netherlands), March 2017
Dagstuhl Seminar: Computational Music Structure Analysis, Schloss Dagstuhl, Leibniz-Zentrum für Informatik, Wadern (Germany), March 2016
Summer School: Computational Music Analysis at the Joint Conference 40th ICMC and 11th SMC, University of Athens (Greece), September 2014

Current Courses

Lecture: Music Information Retrieval for MSc Computer Science, MSc xtAI, MA Digital Humanities, JMU Würzburg Summer Term 2024

Previous Courses

Seminar: Computational Audio and Music Analysis for MA Digital Humanities, JMU Würzburg, Winter Term 2023/24
Seminar: Music Processing, for MSc Computer Science, MSc xtAI, JMU Würzburg, Winter Term 2023/24
Lecture: Music Information Retrieval for MSc Computer Science, MSc xtAI, MA Digital Humanities, JMU Würzburg Summer Term 2023
Lecture: Advanced Audio-Based Music Processing, University of Music Karlsruhe, Summer Term 2021
Lecture: Digitale Musikanalyse: Wie gut können Computer hören? for students of B.A. Digitale Geistes- und Sozialwissenschaften (DGSW) and B.Sc. Elektrotechnik-Elektronik-Informationstechnik (EEI), Summer Term 2020
Lecture: Advanced Audio-Based Music Processing, University of Music Karlsruhe, Summer Term 2020
Lecture: Harmony Analysis (part of course Music Processing Analysis, Prof. Meinard Müller), Winter Term 2019/20
Seminar: Music Processing (part of Audio Processing Seminar), Winter Term 2019/20
Lab: Short-Time Fourier Transform and Chroma Features (part of Audio Processing Laboratory), Summer Term 2019
Lecture: Harmony Analysis (part of course Music Processing Analysis, Prof. Meinard Müller), Winter Term 2018/19
Seminar: Audio Decomposition and Structure Analysis (part of Audio Processing Seminar), Winter Term 2018/19
Seminar: Chord Recognition and Audio Decomposition (part of Audio Processing Seminar), Winter Term 2017/18
Lecture: Harmony Analysis (part of course Music Processing Analysis, Prof. Meinard Müller), Winter Term 2017/18
Seminar: Automatic Chord Recognition from Audio Recordings (part of Audio Processing Seminar), Summer Term 2017
Seminar: Reproducible Audio Research (part of Audio Processing Seminar), Winter Term 2016/17
Lab: Short-Time Fourier Transform and Chroma Features (part of Audio Processing Laboratory), Summer Term 2016
Lab: Short-Time Fourier Transform and Chroma Features (part of Audio Processing Laboratory), Winter Term 2015/16
Lecture: Music Information Retrieval III – Tonality and Structure Analysis (part of course Audio Systems Technology), Ilmenau University of Technology, Winter Term 2014/15
Exercises: Theoretische Mechanik und Quantenmechanik für Lehramtsstudierende der Physik, University of Würzburg, Summer Term 2012

Tutorials and Workshops

Workshop: Music Information Retrieval (with Frank Zalkow), University of Music Karlsruhe, June 11–14, 2019
Workshop: "Computergestützte Analyse von Musikaufnahmen – ein Beispiel für interdisziplinäre Forschung", Woche der Forschung 2019, University of Bamberg, February 26, 2019
Seminar: "Wie gut können Computer hören? – Über die Anwendung musiktheoretischer Konzepte auf Audiodaten", University of Music Würzburg, December 12, 2018
Workshop: Music Information Retrieval (with Frank Zalkow), University of Music Karlsruhe, July 10–13, 2018
Tutorial: A Basic Introduction to Audio-Related Music Information Retrieval (with Meinard Müller), 18th International Society for Music Information Retrieval Conference (ISMIR), Suzhou (China), October 23, 2017
Tutorial: Automatisierte Methoden der Musikverarbeitung (with Stefan Balke, Meinard Müller), 47. Jahrestagung der Gesellschaft für Informatik e.V. (GI), Chemnitz (Germany), September 25, 2017
Meisterklasse Music Information Retrieval (with Prof. Meinard Müller), University of Music Karlsruhe, April 5–7, 2017
Seminar: Musiktechnologie im 21. Jahrhundert – Vom mp3-Player zum virtuellen Musikwissenschaftler for fellows of the Foundation of German Business (sdw), Fraunhofer IDMT Ilmenau (Germany), July 3–4, 2015

Co-Supervised Student Theses

      Sebastian Strahl, Learning Multi-Instrument Pitch Representations from Score–Audio Pairs, ASC Major Research Project, FAU Erlangen-Nürnberg, 2022.

Hans-Ulrich Berendes, Evaluating Deep Pitch Class Features for Chord Recognition, ASC Minor Research Project, FAU Erlangen-Nürnberg, 2022.
Benjamin Brunner, Evaluating Tuning Estimation Algorithms for Music Processing Applications, Master Thesis, FAU Erlangen-Nürnberg, 2021.
Florian Schuberth, A Cross-Version Study on Computational Harmony Analysis of Music Recordings, Master Thesis, FAU Erlangen-Nürnberg, 2021.
Johannes Zeitler, Extracting Tonal Features for Music Analysis Using Deep Learning, ASC Major Research Project, FAU Erlangen-Nürnberg, 2020.
Tim Zunner, Deep Learning Techniques for Tonal Analysis of Music Recordings, ASC Major Research Project, FAU Erlangen-Nürnberg, 2020.
Leo Brütting, Hierarchical Tonal Analysis of Music Signals, Bachelor Thesis, FAU Erlangen-Nürnberg, 2019.
Fabian Brand, Chord Transition Features for Style Classification of Music Recordings, Master Thesis, FAU Erlangen-Nürnberg, 2018.
Sebastian Preuße, Entwicklung eines Algorithmus zur segmentweisen Klassifikation von Instrumentenfamilien, Bachelor Thesis, Ilmenau University of Technology, 2016. Bibtex
Andreas Männchen, Entwicklung und Implementierung eines Verfahrens zur automatischen und echtzeitfähigen Erkennung von Akkorden sowie wiederholten Harmoniefolgen in Gitarrensignalen, Master Thesis, TU Ilmenau, 2015.
Robert Gräfe, Automatische Analyse und Klassifizierung von Audiodaten anhand von Tonartverläufen, Bachelor Thesis, TU Ilmenau, 2015.
Maximilian Schaab, Automatische Klassifikation klassischer Musikstile anhand relativer Tonhöhenklassen, Bachelor Thesis, TU Ilmenau, 2015.

M.Sc. Lele Liu

Research assistant

Computational Humanities

Universität Würzburg
Hubland Nord (ZPD)
Emil-Hilb-Weg 23

97074 Würzburg

Germany

Gebäude: ZPD

Raum: 02.007

Telefon: +49 931 31 88090

E-Mail: lele.liu@uni-wuerzburg.de

M.A. Natalia Fahmer

Secretary

Computational Humanities

Universität Würzburg
Hubland Nord (ZPD)
Emil-Hilb-Weg 23

97074 Würzburg

Germany

Gebäude: ZPD

Raum: 02.005

Telefon: +49 931 31 86224

E-Mail: natalia.fahmer@uni-wuerzburg.de

M.Sc. Michael Kohl

Research Associate

with MA Lighting Technology

Universität Würzburg
Hubland Nord (ZPD)
Emil-Hilb-Weg 23

97074 Würzburg

Germany

Gebäude: ZPD

Raum: 02.004

E-Mail: michael.kohl@uni-wuerzburg.de

M.Sc. M.A. Yaozhong Zhang

PhD Student

Games Engineering & Computational Humanities

Universität Würzburg
Hubland Nord (ZPD)
Emil-Hilb-Weg 23

97074 Würzburg

Germany

Gebäude: ZPD

Raum: 02.004

B.Sc. Raoul Kinadeter

Student Assistant

Computational Humanities

Universität Würzburg
Hubland Nord (ZPD)
Emil-Hilb-Weg 23

97074 Würzburg

Germany

Hubland Nord, Geb. 23

Team

Prof. Dr.-Ing. Christof Weiß

Recent Positions

Education

Scholarships

Prizes and Awards

Research Stays

Organization of Scientific Events

Editorial Activities and Society Activities

Reviewing

Participations

Current Courses

Previous Courses

Tutorials and Workshops

Co-Supervised Student Theses

M.Sc. Lele Liu

M.A. Natalia Fahmer

M.Sc. Michael Kohl

M.Sc. M.A. Yaozhong Zhang

B.Sc. Raoul Kinadeter

Hinweis zum Datenschutz

Hinweis zum Datenschutz

Bildnachweise