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Dive into the research topics where Geoffroy Peeters is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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The Inverse Drum Machine: Source Separation Through Joint Transcription and Analysis-by-Synthesis
Torres, B., Peeters, G. & Richard, G., 1 Jan 2026, In: IEEE Transactions on Audio, Speech and Language Processing. 34, p. 84-95 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
ADDING TEMPORAL MUSICAL CONTROLS ON TOP OF PRETRAINED GENERATIVE MODELS
Nabi, S., Demerlé, N., Peeters, G., Bevilacqua, F. & Esling, P., 1 Jan 2025, Proceedings of the International Society for Music Information Retrieval Conference. International Society for Music Information Retrieval, p. 793-800 8 p. (Proceedings of the International Society for Music Information Retrieval Conference; vol. 2025).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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AUDIO PROCESSOR PARAMETERS: ESTIMATING DISTRIBUTIONS INSTEAD OF DETERMINISTIC VALUES
Peladeau, C., Fourer, D. & Peeters, G., 1 Jan 2025, In: Proceedings of the International Conference on Digital Audio Effects, DAFx. p. 275-282 8 p.Research output: Contribution to journal › Conference article › peer-review
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Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning
Quelennec, A., Chouteau, P., Peeters, G. & Essid, S., 1 Jan 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
PESTO: Real-Time Pitch Estimation with Self-Supervised Transposition-Equivariant Objective
Riou, A., Torres, B., Hayes, B., Lattner, S., Hadjeres, G., Richard, G. & Peeters, G., 1 Jan 2025, In: Transactions of the International Society for Music Information Retrieval. 8, 1, p. 334-352 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
QINCODEC: Neural Audio Compression with Implicit Neural Codebooks
Lahrichi, Z., Hadjeres, G., Richard, G. & Peeters, G., 1 Jan 2025, 2025 33rd European Signal Processing Conference, EUSIPCO 2025 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1-5 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges
Peeters, G., Rafii, Z., Fuentes, M., Duan, Z., Benetos, E., Nam, J. & Mitsufuji, Y., 1 Jan 2025, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures
Riou, A., Gagneré, A., Hadjeres, G., Lattner, S. & Peeters, G., 1 Jan 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A CONTRASTIVE SELF-SUPERVISED LEARNING SCHEME FOR BEAT TRACKING AMENABLE TO FEW-SHOT LEARNING
Gagneré, A., Essid, S. & Peeters, G., 1 Jan 2024, Proceedings of the International Society for Music Information Retrieval Conference. International Society for Music Information Retrieval, p. 198-206 9 p. (Proceedings of the International Society for Music Information Retrieval Conference; vol. 2024).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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ADAPTING PITCH-BASED SELF SUPERVISED LEARNING MODELS FOR TEMPO ESTIMATION
Gagneré, A., Essid, S. & Peeters, G., 1 Jan 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 956-960 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access