Audio Defect Detection in Music with Deep Networks

Autor: Wolff, Daniel, Mignot, Rémi, Roebel, Axel

Publikováno v: Proceedings of the 22nd International Society for Music Information Retrieval Conference, Online, 2021

With increasing amounts of music being digitally transferred from production to distribution, automatic means of determining media quality are needed. Protection mechanisms in digital audio processing tools have not eliminated the need of production

Externí odkaz: http://arxiv.org/abs/2202.05718

Differentiable Piano Model for MIDI-to-Audio Performance Synthesis

Autor: Renault, Lenny, Mignot, Rémi, Roebel, Axel

Publikováno v: Proceedings of the 25th International Conference on Digital Audio Effects (DAFx20in22)
25th International Conference on Digital Audio Effects (DAFx20in22)
25th International Conference on Digital Audio Effects (DAFx20in22), Sep 2022, Vienna, Austria. ⟨10.5281/zenodo.7092602⟩

International audience; Recent neural-based synthesis models have achieved impressive results for musical instrument sound generation. In particular, the Differentiable Digital Signal Processing (DDSP) framework enables the usage of spectral modeling

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::86cc9142c40aa95076f3307f4d75dbe4

When audio features reach machine learning

Autor: Peeters, Geoffroy, Cornu, Frédéric, Doukhan, David, Marchetto, Enrico, Mignot, Rémi, Perros, Kevin, Regnier, Lise

Publikováno v: International Conference on Machine Learning-Workshop on "Machine Learning for Music Discovery"
International Conference on Machine Learning-Workshop on "Machine Learning for Music Discovery", International Machine Learning Society (IMLS), Jul 2015, Lille, France

International audience; We review here our work on using machine learning in the Ecoute, Quaero and BeeMusic projects to perform automatic labelling into music-tags (genre, mood and instrumentation). We discuss the evolution over times of audio featu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::c161effc9a64c2c26d2f057daf9056c0
https://hal.archives-ouvertes.fr/hal-01254057

Interpolation of room impulse responses in 3d using compressed sensing

Autor: Mignot, Rémi, Daudet, Laurent, Ollivier, Francois

Publikováno v: Acoustics 2012 Nantes
Acoustics 2012
Acoustics 2012, Apr 2012, Nantes, France

International audience; In a room, the acoustic transfer between a source and a receiver is described by the so-called “Room Impulse Response”, which depends on both positions and the room characteristics. According to the sampling theorem, directl

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::5f6b5f5781c6d690dac603751ccfa6d0
https://hal.archives-ouvertes.fr/hal-00811223/document

On the 1D wave propagation in wind instruments with a smooth profile

Autor: Hélie, Thomas, Hézard, Thomas, Mignot, Rémi, Matignon, Denis

Publikováno v: Forum Acusticum
Forum Acusticum, Jul 2011, Aalborg, Danemark. pp.1-6

cote interne IRCAM: Helie11d; None / None; International audience; Due to the simple properties of plane waves, non lossy straight pipes and their concatenation have been extensively used to compute acoustic transfer functions from bore profiles of w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6764c2cb81d53958406b64322a843abd
https://hal.science/hal-01106643