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07/22/2022
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities
As for other forms of AI, speech recognition has recently been examined ...
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07/16/2022
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation
We present an approach to reduce the performance disparity between geogr...
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07/05/2022
Compute Cost Amortized Transformer for Streaming ASR
We present a streaming, Transformer-based end-to-end automatic speech re...
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12/01/2021
Investigation of Training Label Error Impact on RNN-T
In this paper, we propose an approach to quantitatively analyze impacts ...
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10/27/2021
Warped Dynamic Linear Models for Time Series of Counts
Dynamic Linear Models (DLMs) are commonly employed for time series analy...
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06/14/2021
CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition
We propose a simple yet effective method to compress an RNN-Transducer (...
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02/08/2021
End-to-End Multi-Channel Transformer for Speech Recognition
Transformers are powerful neural architectures that allow integrating di...
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06/30/2020
