2024
Green MIR? Investigating Computational Cost of Recent Music-Ai Research in ISMIR.
Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024
Gardening Frictions in Creative AI: Emerging Art Practices and Their Design Implications.
Proceedings of the 15th International Conference on Computational Creativity, 2024
AI Art for Self-Interest or Common Good? Uncovering Value Tensions in Artists' Imaginaries of AI Technologies.
Proceedings of the Designing Interactive Systems Conference, 2024
2023
Beyond Diverse Datasets: Responsible MIR, Interdisciplinarity, and the Fractured Worlds of Music.
Trans. Int. Soc. Music. Inf. Retr., January, 2023
On the importance of AI research beyond disciplines.
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CoRR, 2023
Introducing Political Ecology of Creative-Ai.
CoRR, 2023
Ethically Aligned Stakeholder Elicitation (EASE): Case Study in Music-AI.
Proceedings of the 23rd International Conference on New Interfaces for Musical Expression, 2023
Proceedings of the 23rd International Conference on New Interfaces for Musical Expression, 2023
2022
Humanities and engineering perspectives on music transcription.
Digit. Scholarsh. Humanit., 2022
Towards sustainability assessment of artificial intelligence in artistic practices.
CoRR, 2022
Environmental and Social Sustainability of Creative-Ai.
CoRR, 2022
Exploring More-than-Human Caring in Creative-Ai Interactions.
Proceedings of the NordiCHI '22: Nordic Human-Computer Interaction Conference, Aarhus, Denmark, October 8, 2022
2021
Transflower: probabilistic autoregressive dance generation with multimodal attention.
ACM Trans. Graph., 2021
Sensitiv - Designing a Sonic Co-play Tool for Interactive Dance.
Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021
Sounds of Futures Passed: Media Archaeology and Design Fiction as NIME Methodologies.
Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021
A case study of deep enculturation and sensorimotor synchronization to real music.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
De-centering the West: East Asian Philosophies and the Ethics of Applying Artificial Intelligence to Music.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
2019
Temporal Convolutional Networks for Speech and Music Detection in Radio Broadcast.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Automatic Music Transcription and Ethnomusicology: a User Study.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Developing a Method for Identifying Improvisation Strategies in Jazz Duos.
Proceedings of the Perception, Representations, Image, Sound, Music, 2019
2018
Ethical Dimensions of Music Information Retrieval Technology.
Trans. Int. Soc. Music. Inf. Retr., 2018
2017
Aspects of Tempo and Rhythmic Elaboration in Hindustani Music: A Corpus Study.
Frontiers Digit. Humanit., 2017
MIRchiving: Challenges and opportunities of connecting MIR research and digital music archives.
Proceedings of the 4th International Workshop on Digital Libraries for Musicology, 2017
Informed Automatic Meter Analysis of Music Recordings.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017
Metrical-Accent Aware Vocal Onset Detection in Polyphonic Audio.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017
2016
Bayesian Meter Tracking on Learned Signal Representations.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
The Sousta Corpus: Beat-Informed Automatic Transcription of Traditional Dance Tunes.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
A generalized Bayesian model for tracking long metrical cycles in acoustic music signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Inferring Metrical Structure in Music Using Particle Filters.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Section-level modeling of musical audio for linking performances to scores in Turkish makam music.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
Tracking the "Odd": Meter Inference in a Culturally Diverse Music Corpus.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
2013
Beat Synchronous Dance Animation Based on Visual Analysis of Human Motion and Audio Analysis of Music Tempo.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
Automatic Transcription of Turkish Makam Music.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013
2012
Selective Sampling for Beat Tracking Evaluation.
IEEE Trans. Speech Audio Process., 2012
Assigning a Confidence Threshold on Automatic Beat Annotation in Large Datasets.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
On Measuring Syncopation to Drive an Interactive Music System.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
On the automatic identification of difficult examples for beat tracking: Towards building new evaluation datasets.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Scale Transform in Rhythmic Similarity of Music.
IEEE Trans. Speech Audio Process., 2011
Advantages of nonstationary gabor transforms in beat tacking.
Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28, 2011
2010
Similarity methods for computational ethnomusicology
PhD thesis, 2010
Three Dimensions of Pitched Instrument Onset Detection.
IEEE Trans. Speech Audio Process., 2010
Parataxis: Morphological Similarity in Traditional Music.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010
2009
Rhythmic Similarity in Traditional Turkish Music.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
Pitched Instrument Onset Detection based on Auditory Spectra.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
A scale transform based method for rhythmic similarity of music.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Klassifikation von Daten in der HTK-Umgebung mit Relevance Vector Machines.
MSc thesis, 2008
Musical Genre Classification Using Nonnegative Matrix Factorization-Based Features.
IEEE Trans. Speech Audio Process., 2008
RAMCESS 2.X framework - expressive voice analysis for realtime and accurate synthesis of singing.
J. Multimodal User Interfaces, 2008
Beat Tracking using Group Delay Based Onset Detection.
Proceedings of the ISMIR 2008, 2008
Singing voice detection using modulation frequency feature.
Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 2008
Rhythmic similarity of music based on dynamic periodicity warping.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
A Statistical Approach to Musical Genre Classification using Non-Negative Matrix Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2007
Towards a Voice Conversion System Based on Frame Selection.
Proceedings of the IEEE International Conference on Acoustics, 2007