Multi-task Learning for Speaker Verification and Voice Trigger Detection

Automatic speech transcription and speaker recognition are usually treated as separate tasks even though they are interdependent. In this study, we investigate training a single network to perform both tasks jointly. We train the network in a supervised multi-task learning setup, where the speech tr...

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Veröffentlicht in:	arXiv.org 2020-01
Hauptverfasser:	Sigtia, Siddharth, Marchi, Erik, Kajarekar, Sachin, Naik, Devang, Bridle, John
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computation and Language Computer Science - Learning Computer Science - Sound Evaluation Learning Phonetics Speech recognition Statistics - Machine Learning Training Verification Voice recognition
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