Master 2017 2018
Stages de la spécialité SAR
Automatic drum loop transcription using deep learning
Site : | AudioGaming |
Lieu : | Toulouse |
Encadrant : | Chunghsin YEH |
Dates : | du 01/03/2017 au 31/07/2017 |
Rémunération : | 554€ |
Mots-clés : | Parcours ATIAM : Acoustique, Parcours ATIAM : Informatique musicale, Parcours ATIAM : Traitement du signal |
Description
We will study several deep learning techniques for automatic drum transcription for both acoustic drums and electronic drums. The candidate will carry out the following tasks
- Create an automatic database generation/augmentation system
- Review state of the art of MIR based on deep learning
- Evaluate several neural networks and compare the results against an existing rule-based method.
Bibliographie
Vogl, R. Drum transcription from polyphonic music with recurrent neural networks. ICASSP 2017.
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Calculé le 22 janvier 2021 à 13h50minpar DidacSPIPSorbonne Université
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