Whisper-AuT is a domain-adapted audio encoder obtained by fine-tuning Whisper-large-v3 on mixed speech, environmental, and music data, yielding gains of +23% on ESC-50, +5% on GTZAN, and +0.7% on Speech Commands.
Audio Set: An Ontology and Human-Labeled Dataset for Audio Events
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Whisper-AuT: Domain-Adapted Audio Encoder for Efficient Audio-LLM Training
Whisper-AuT is a domain-adapted audio encoder obtained by fine-tuning Whisper-large-v3 on mixed speech, environmental, and music data, yielding gains of +23% on ESC-50, +5% on GTZAN, and +0.7% on Speech Commands.