Research
Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction
Keren Shao, Ke Chen, Taylor Berg-Kirkpatrick, & Shlomo Dubnov. (2023). Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction. Proceedings of the 24th International Society for Music Information Retrieval Conference, 657‑663. Full publication Download publication Abstract: In deep learning research, many melody extraction models rely on redesigning neural network architectures to improve performance. […]
Toward Real-Time Recognition of Instrumental Playing Techniques for Mixed Music: A Preliminary Analysis
Nicolas Brochec, Tsubasa Tanaka. Toward Real-Time Recognition of Instrumental Playing Techniquesfor Mixed Music: A Preliminary Analysis. International Computer Music Conference (ICMC 2023),Oct 2023, Shenzhen, China. ffhal-04263718f Full publication Download PDF Abstract: In contemporary mixed music, real-time digital sound processing is often applied to live instrumental performances. However, switching between sound effects often relies on manual […]
Marc Chemillier: Bi-musicality at the age of artificial intelligence
A Distinguished Lecture from Marc Chemillier, musician, computer scientist and anthropologist based in Paris, France. Distinguished Lecture: October 16, 2023 – 18:00 – 19:00Tanna Schulich Hall, 527 Sherbrooke W. The lecture will take place in TANNA SCHULICH HALL, followed by a wine and cheese reception in the lobby of the Elizabeth Wirth Music Building. This event is free […]
REACH at Milano Digital Week 2023
In the framework of Milano Digital Week 2023, REACH member Marco Fiorini has been invited to give a conference and lecture on human-AI musical co-creation at Università degli studi Milano Bicocca during the ReGAInS seminar. Following the seminar during the MDW23, a concert has also been performed at Germi in Milano.A performance that relates and […]
L’hybridité vue à partir du sujet. Le cas de Charles Kely Zana-Rotsy et l’open gasy
Marc Chemillier et Yuri Prado, L’hybridité vue à partir du sujet : le cas de Charles Kely Zana-Rotsy et l’ »open gasy », Cahiers d’ethnomusicologie, n° 36, 2023, pp. 125-143 (preprint). Full publication: Full text document will be published online on October 2024. Abstract: Bien que les musiques du monde, en tant qu’elles représentent particulièrement bien les processus d’échanges […]
Learning Sub-Dimensional HRTF Representations Towards Individualization Applications – Traditional and Deep Learning Approaches
Devansh Zurale, Shlomo Dubnov, Learning Sub-Dimensional HRTF Representations Towards Individualization Applications-Traditional and Deep Learning Approaches, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Mohonk Mountain House, New Paltz, NY, USA, 2023 Full publication Abstract: Individualized Head Related Transfer Functions (HRTFs) are indispensable in order to accurately reproduce spatial audio over headphones. […]
Accessible Co-Creativity with AI through Language and Voice Input
Basica, C., Verma, P., Alessandrini, P., & Berceanu, A. (2023). Accessible Co-Creativity with AI through Language and Voice Input. The International Conference on AI and Musical Creativity @ The University of Sussex (AIMC), 2023. Full publication Abstract: This project introduces a set of tools for humans to co-create music with AI-based architectures. The aim is […]
Spatial Upsampling of Sparse Head Related Transfer Functions – A VQ-VAE & Transformer based approach
Devansh Zurale, Shlomo Dubnov, Spatial Upsampling of Sparse Head Related Transfer Functions – A VQ-VAE & Transformer based Approach, Audio Engineering Society: AES 2023 International Conference on Spatial and Immersive Audio, U. of Huddersfield, U.K., 2023. Read full publication Abstract: With the increasing demand for AR/VR technologies, enabling accurate reproduction of binaural spatial audio through […]