Search Results for author: Phoenix Meadowlark

Found 3 papers, 1 papers with code

2-bit Conformer quantization for automatic speech recognition

no code implementations26 May 2023 Oleg Rybakov, Phoenix Meadowlark, Shaojin Ding, David Qiu, Jian Li, David Rim, Yanzhang He

With the large-scale training data, we obtain a 2-bit Conformer model with over 40% model size reduction against the 4-bit version at the cost of 17% relative word error rate degradation

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Streaming Parrotron for on-device speech-to-speech conversion

no code implementations25 Oct 2022 Oleg Rybakov, Fadi Biadsy, Xia Zhang, Liyang Jiang, Phoenix Meadowlark, Shivani Agrawal

We present a streaming-based approach to produce an acceptable delay, with minimal loss in speech conversion quality, when compared to a reference state of the art non-streaming approach.

Quantization STS

4-bit Conformer with Native Quantization Aware Training for Speech Recognition

1 code implementation29 Mar 2022 Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov

Reducing the latency and model size has always been a significant research problem for live Automatic Speech Recognition (ASR) application scenarios.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

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