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Lossless Inference Acceleration for ASR via EAGLE-Style Speculative Decoding

Zhang, Sen et al.
arXiv (All) · Papers
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audio-and-speech-processingi-2-7sound
Autoregressive Transformer and Conformer models have achieved state-of-the-art performance in automatic speech recognition (ASR). However, their sequential token generation mechanism imposes a significant bottleneck during decoding, resulting in substantial inference latency. While speculative decod
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