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06/08/2021
SpeechBrain: A General-Purpose Speech Toolkit
SpeechBrain is an open-source and all-in-one speech toolkit. It is desig...
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02/01/2021
End2End Acoustic to Semantic Transduction
In this paper, we propose a novel end-to-end sequence-to-sequence spoken...
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02/14/2020
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems
This work investigates the embeddings for representing dialog history in...
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06/17/2019
Real to H-space Encoder for Speech Recognition
Deep neural networks (DNNs) and more precisely recurrent neural networks...
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12/21/2018
Multiple topic identification in telephone conversations
This paper deals with the automatic analysis of conversations between a ...
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11/21/2018
Speech recognition with quaternion neural networks
Neural network architectures are at the core of powerful automatic speec...
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11/06/2018
Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition
Recurrent neural networks (RNN) are at the core of modern automatic spee...
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06/20/2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition
Recently, the connectionist temporal classification (CTC) model coupled ...
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06/12/2018
Quaternion Recurrent Neural Networks
Recurrent neural networks (RNNs) are powerful architectures to model seq...
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05/26/2017
ASR error management for improving spoken language understanding
This paper addresses the problem of automatic speech recognition (ASR) e...
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02/11/2017