Gerard Assayag

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Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models

Gerard Assayag

Read original: arXiv:2409.12346 – Published 20/09/2024 by Tornike Karchkhadze, Mohammad Rasool Izadi, Shlomo Dubnov. Abstract: Diffusion models have recently shown strong potential in both music generation and music source separation tasks. Although in early stages, a trend is emerging towards integrating these tasks into a single framework, as both involve generating musically aligned parts and can […]

improtech AI Reaching out ERC music
Concerts Conferences Events Workshops

IMPROTECH 2023 @ UZESTE !

Gerard Assayag

Improtech aura lieu à Uzeste du 11 au 13 août 2023. Après des éditions remarquées à New York, Philadelphie et Athènes, Improtech @ Uzeste ! (ikUzeste’23) se tiendra du 11 au 13 août 2023 à Uzeste, le beau village occitan où se déroule la mythique Hestajada de les arts, le festival de musique fondé par Bernard […]
Publications

Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction

Gerard Assayag

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. […]

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