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05/11/2022
A neural prosody encoder for end-ro-end dialogue act classification
Dialogue act classification (DAC) is a critical task for spoken language...
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11/05/2021
Context-Aware Transformer Transducer for Speech Recognition
End-to-end (E2E) automatic speech recognition (ASR) systems often have d...
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08/30/2021
Multi-Channel Transformer Transducer for Speech Recognition
Multi-channel inputs offer several advantages over single-channel, to im...
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11/15/2019
Sample Drop Detection for Distant-speech Recognition with Asynchronous Devices Distributed in Space
In many applications of multi-microphone multi-device processing, the sy...
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09/30/2019
DiPCo – Dinner Party Corpus
We present a speech data corpus that simulates a "dinner party" scenario...
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01/25/2019
LOCATA challenge: speaker localization with a planar array
This document describes our submission to the 2018 LOCalization And TrAc...
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05/26/2018
Automatic context window composition for distant speech recognition
Distant speech recognition is being revolutionized by deep learning, tha...
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03/26/2018
Light Gated Recurrent Units for Speech Recognition
A field that has directly benefited from the recent advances in deep lea...
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11/26/2017
Realistic multi-microphone data simulation for distant speech recognition
The availability of realistic simulated corpora is of key importance for...
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10/10/2017
Contaminated speech training methods for robust DNN-HMM distant speech recognition
Despite the significant progress made in the last years, state-of-the-ar...
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10/06/2017
The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments
This paper introduces the contents and the possible usage of the DIRHA-E...
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09/29/2017
Improving speech recognition by revising gated recurrent units
Speech recognition is largely taking advantage of deep learning, showing...
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03/24/2017
Batch-normalized joint training for DNN-based distant speech recognition
Improving distant speech recognition is a crucial step towards flexible ...
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03/23/2017