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eess.AS2023
Federated Self-Learning with Weak Supervision for Speech Recognition
Milind Rao, Gopinath Chennupati, Gautam Tiwari +4
Automatic speech recognition (ASR) models with low-footprint are increasingly being deployed on edge devices for conversational agents, which enhances privacy. We study the problem…
eess.AS2023
Learning When to Trust Which Teacher for Weakly Supervised ASR
Aakriti Agrawal, Milind Rao, Anit Kumar Sahu +2
Automatic speech recognition (ASR) training can utilize multiple experts as teacher models, each trained on a specific domain or accent. Teacher models may be opaque in nature sinc…