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cs.CL2025
UMA-Split: unimodal aggregation for both English and Mandarin non-autoregressive speech recognition
Ying Fang, Xiaofei Li
This paper proposes a unimodal aggregation (UMA) based nonautoregressive model for both English and Mandarin speech recognition. The original UMA explicitly segments and aggregates…
cs.CL2023
Unimodal Aggregation for CTC-based Speech Recognition
Ying Fang, Xiaofei Li
This paper works on non-autoregressive automatic speech recognition. A unimodal aggregation (UMA) is proposed to segment and integrate the feature frames that belong to the same te…