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05/27/2022
Contrastive Siamese Network for Semi-supervised Speech Recognition
This paper introduces contrastive siamese (c-siam) network, an architect...
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09/23/2021
Turn-to-Diarize: Online Speaker Diarization Constrained by Transformer Transducer Speaker Turn Detection
In this paper, we present a novel speaker diarization system for streami...
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05/06/2021
Reducing Streaming ASR Model Delay with Self Alignment
Reducing prediction delay for streaming end-to-end ASR models with minim...
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10/07/2020
Transformer Transducer: One Model Unifying Streaming and Non-streaming Speech Recognition
In this paper we present a Transformer-Transducer model architecture and...
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02/26/2020
A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition
This article describes a density ratio approach to integrating external ...
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02/07/2020
Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss
In this paper we present an end-to-end speech recognition model with Tra...
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06/17/2019
Adversarial Training for Multilingual Acoustic Modeling
Multilingual training has been shown to improve acoustic modeling perfor...
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07/13/2018
Large-Scale Visual Speech Recognition
This work presents a scalable solution to open-vocabulary visual speech ...
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01/02/2018
Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer
We investigate training end-to-end speech recognition models with the re...
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11/20/2017
Speech recognition for medical conversations
In this paper we document our experiences with developing speech recogni...
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10/31/2016
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition
We present results that show it is possible to build a competitive, grea...
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03/10/2016
Personalized Speech recognition on mobile devices
We describe a large vocabulary speech recognition system that is accurat...
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07/24/2015
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition
We have recently shown that deep Long Short-Term Memory (LSTM) recurrent...
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02/05/2014