MSA-ASR freezes Whisper, trains a speaker module with weak TitaNet-L embeddings and an embedding-alignment loss, and shows competitive cpWER on several SA-ASR benchmarks while degrading at high overlap.
Towards a multimodal meeting record,
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MSA-ASR: Efficient Multilingual Speaker Attribution with frozen ASR Models
MSA-ASR freezes Whisper, trains a speaker module with weak TitaNet-L embeddings and an embedding-alignment loss, and shows competitive cpWER on several SA-ASR benchmarks while degrading at high overlap.