Anna Piunova

2 accepted papers

2022

Multi-Turn RNN-T for Streaming Recognition of Multi-Party Speech

Ilya Sklyar, Anna Piunova, Xianrui Zheng, Yulan Liu

ICASSP 2022accepted

Automatic speech recognition (ASR) of single channel far-field recordings with an unknown number of speakers is traditionally tackled by cascaded modules. Recent research shows that end-to-end (E2E) multi-speaker ASR models can achieve superior recognition accuracy compared to modular systems. Howev…

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2021

Streaming Multi-Speaker ASR with RNN-T

Ilya Sklyar, Anna Piunova, Yulan Liu

ICASSP 2021accepted

Recent research shows end-to-end ASR systems can recognize overlapped speech from multiple speakers. However, all published works have assumed no latency constraints during inference, which does not hold for most voice assistant interactions. This work focuses on multi-speaker speech recognition bas…

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