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Datasets
MapAIE, by Maria Boritchev on 2024/11/21.
DinG, by Maria Boritchev on 2024/11/21.
ICASSP 2024 paper: Structure-informed Positional Encoding for Music Generation, by Manvi Agarwal, Changhong Wang, Gaël Richard on 2024/04/11.
Groove2Groove MIDI Dataset: synthetic accompaniments in 3k styles, by O. Cífka on 2020/10/29.
SAMBASET: a Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis, by L. S. Maia on 2019/11/01.
SHED: A dataset of simulated current and voltage measurements for X buildings, by S. Henriet on 2019/06/01.
UE-HRI: a dataset for the study of user engagement in spontaneous Human-Robot Interactions, by A. Ben-Youssef, C. Clavel, S. Essid on 2017/05/18.
EMOEEG: a New Multimodal Dataset for Dynamic EEG-based Emotion Recognition with Audiovisual Elicitation, by A. C. Conneau, A. Hajlaoui, M. Chetouani, S. Essid on 2017/03/03.
Onset_Leveau: a dataset for audio onset detection, by P. Leveau on 2011/07/13.
3DLife multimodal dance performance dataset, by S. Essid on 2011/05/03.
Romeo-HRTF: a Multi-microphone Head Related Transfer Function Database, by M. Maazaoui on 2011/03/31.
MAPS Database: a Piano database for multipitch estimation and automatic transcription of music, by V. Emiya, B. David on 2010/07/08.
ENST-Drums: an extensive audio-visual database for drum signals processing, by O. Gillet, G. Richard on 2009/11/25.
Software
- Python library for structured prediction, by Florence d'Alché-Buc on 2024/11/10. >>
- Paper on Transformer positional encodings presented at ICML 2021 as a long talk, by O. Cífka on 2021/07/25. >>
- mirdata: Software for Reproducible Usage of Datasets, by M. Fuentes on 2020/11/02. >>
- Groove2Groove: One-shot style transfer for music accompaniments, by O. Cífka, U. Şimşekli, G. Richard on 2020/10/26. >>
- Sound Onset labellizer, by P. Leveau, G. Richard on 2011/07/13. >>
- SeparateLead: Lead instrument (or main melody) Separation, by J. L. Durrieu on 2011/06/07. >>
- Invertible CQT, by J. Prado on 2011/06/06. >>
- DESAM Toolbox: Spectral analysis of musical audio, by M. Lagrange on 2010/03/29. >>
- Yaafe: yet another audio feature extractor, by B. Mathieu, T. Fillon, S. Essid on 2010/02/19. >>
- smarc: smart audio rate converter, by J. Prado on 2010/02/19. >>
- HRLib: sinusoid/noise separation in audio signals, by O. Gillet on 2010/02/19. >>
Companion & demo pages
- DCASE 2024 paper: SALT: Standardized Audio Event Label Taxonomy, by Paraskevas Stamatiadis, Michel Olvera, Slim Essid on 2024/10/20. >>
- DCASE 2024 paper: A Sound Description: Exploring Prompt Templates and Class Descriptions to Enhance Zero-shot Audio Classification, by Michel Olvera, Paraskevas Stamatiadis, Slim Essid on 2024/09/23. >>
- ICASSP 2024 paper: Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport, by Bernardo Torres, Geoffroy Peeters, Gaël Richard on 2024/04/11. >>
- ICASSP 2024 paper: Structure-informed Positional Encoding for Music Generation, by Manvi Agarwal, Changhong Wang, Gaël Richard on 2024/04/11. >>
- ICASSP 2024 paper: online speaker diarization of meetings guided by speech separation, by Elio Gruttadauria, Mathieu Fontaine, Slim Essid on 2024/04/04. >>
- Paper on Transformer positional encodings presented at ICML 2021 as a long talk, by O. Cífka on 2021/07/25. >>
- Groove2Groove: One-shot style transfer for music accompaniments, by O. Cífka, U. Şimşekli, G. Richard on 2020/10/26. >>
- Guiding Audio Source Separation by Video Object Information, by S. Parekh on 2017/04/27. >>
- Sound Onset labellizer, by P. Leveau, G. Richard on 2011/07/13. >>
- SeparateLead: Lead instrument (or main melody) Separation, by J. L. Durrieu on 2011/06/07. >>
News
- NeurIPS 2024 on 2024/12/12. >>
- M2 research internship with Pascal Bianchi and Radu Dragomir, by Radu Dragomir on 2024/11/21. >>
- ICML/INTERSPEECH/EUSIPCO 2024 accepted papers on 2024/06/10. >>
- New internship position with ADASP: Building a large music dataset., by A. Quelennec on 2024/02/27. >>
- The ADASP group has 10 papers accepted at ICASSP 2024 on 2024/02/01. >>
- Alain Riou receives the Best Paper Award at ISMIR 2023 on 2023/11/14. >>
- Salah Zaiem is nominated for the ISCA Best Student Paper Award 2023 on 2023/08/22. >>
- Launch of the new interdisciplinary Center SPIRAL, by Mathieu Fontaine, Gaël Richard on 2023/06/21. >>
- Ondřej Cífka awarded for his thesis by the IDIA department on 2022/07/13. >>
- Kimia Nadjahi receives the IP Paris Best Thesis 2022 award on 2022/06/29. >>
- ADASP member Gaël Richard was awarded of an EU advanced ERC grant on 2022/04/26. >>
- ADASP member Geoffroy Peeters is the new president of the ISMIR board on 2022/02/18. >>
- Kick-off of our new joint lab: LISTEN on 2022/01/13. >>
- Paper on Transformer positional encodings presented at ICML 2021 as a long talk, by O. Cífka on 2021/07/25. >>
- ADASP has one paper accepted at Interspeech 2021, by S. Zaiem on 2021/06/10. >>
- ADASP has 4 papers accepted at ICASSP 2021, by S. Essid on 2021/02/05. >>
Featured
Invited talks
- Advancing Medium-/Low-resource Language Generation with LLMs: Benchmarking, Personalization, and Model Optimization, by Lemei Zhang on 2024/11/07. >>
- Perceptual Metric Learning for Speech Quality Assessment, by Alessandro Ragano on 2024/11/07. >>
- Knowledge Grounded Dialogue Generation, by Deeksha Varshney on 2024/10/09. >>
- The Impact of Large Language Models in Academia: il buono, il brutto, il cattivo, by Mingmeng Geng on 2024/10/03. >>
- TBD, by Paul Caillon on 2024/09/26. >>
- Extracting Temporal Relations from Patients' EHR with LLMs, by Judith Jeyafreeda on 2024/09/19. >>
- From neural fields to physically *consistent* machine learning, by Diego Di Carlo on 2024/09/12. >>
- Improving oscillator frequency estimation using differentiable DSP and spectral optimal transport, by Bernando Torres on 2024/06/27. >>
- Tailoring Mixup to Data for Calibration, by Quentin Bouniot on 2024/06/13. >>
- Doctorants EDMH, by Doctorants EDMH on 2024/06/06. >>
- An end-to-end framework for Supervised Graph Prediction., by Paul Krzakala on 2024/04/18. >>
- Graph representation learning for multimodal data - challenges and, by Maysam Behmanesh on 2024/04/04. >>
- Passage à l’échelle et impact d’approches du TAL pour la Recherche d'Information., by Christophe Servan on 2024/03/28. >>
- AI-Assisted Knowledge Navigation, by Akhil Arora on 2024/03/14. >>
- Active Bipartite Ranking, by James Cheshire on 2024/03/05. >>
- The arrow of time: at the intersection of thermodynamics, machine learning, and causality, by Alberto Suárez on 2024/02/15. >>
- Deep Generative Models for Audio Applications, by Yuki Mitsufuji on 2024/01/25. >>
- Generative Modeling at Dolby, by Joan Serrà on 2023/11/30. >>
- Labeling a Large Music Catalog, by Romain Hennequin on 2023/06/01. >>
- On probing heads for benchmarking self-supervised speech representation models, by Salah Zaiem on 2023/05/11. >>
- Robust sound event detection, by Mauricio Michel Olvera Zambrano on 2023/03/09. >>
- Music Source Separation: Is it solved yet?, by Fabian-Robert Stöter on 2023/02/09. >>
- A multimodal dynamical variational autoencoder for audiovisual speech representation learning, by Simon Leglaive on 2023/01/12. >>
- AI research at Ava for empowering Deaf & hard-of-hearing with the best live captions, by Alexey Ozerov on 2022/12/15. >>
- Robust Speech Separation with Independent Vector Analysis, by Robin Scheibler on 2022/10/27. >>
- Machine listening in a carbon-constrained world, by Vincent Lostanlen on 2022/09/29. >>
- Contributions to phase-aware audio source separation, by P. Magron on 2022/06/02. >>
- SpeechBrain: Unifying Speech Technologies and Deep Learning With an Open Source Toolkit, by T. Parcollet on 2022/05/06. >>
- From music analysis to urban audio-visual sound source localization, by M. Fuentes on 2022/02/25. >>
- Sound event detection: lessons learned from the organization of a challenge, by R. Serizel on 2022/02/04. >>