Fabien Gouyon

2 accepted papers

2021

Bootstrapping a Music Voice Assistant with Weak Supervision

Sergio Oramas, Massimo Quadrana, Fabien Gouyon

NAACL 2021industry

One of the first building blocks to create a voice assistant relates to the task of tagging entities or attributes in user queries. This can be particularly challenging when entities are in the tenth of millions, as is the case of e.g. music catalogs. Training slot tagging models at an industrial sc…

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2021

Multimodal Metric Learning for Tag-Based Music Retrieval

Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra

ICASSP 2021accepted

Tag-based music retrieval is crucial to browse large-scale mu-sic libraries efficiently. Hence, automatic music tagging has been actively explored, mostly as a classification task, which has an inherent limitation: a fixed vocabulary. On the other hand, metric learning enables flexible vocabularies…

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