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06/13/2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio
This paper introduces GigaSpeech, an evolving, multi-domain English spee...
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03/31/2021
Adversarial Attacks and Defenses for Speech Recognition Systems
The ubiquitous presence of machine learning systems in our lives necessi...
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01/25/2020
Multi-task self-supervised learning for Robust Speech Recognition
Despite the growing interest in unsupervised learning, extracting meanin...
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10/27/2019
Induced Inflection-Set Keyword Search in Speech
We investigate the problem of searching for a lexeme-set in speech by se...
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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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07/17/2018
Low-Resource Contextual Topic Identification on Speech
In topic identification (topic ID) on real-world unstructured audio, an ...
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03/28/2018
The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines
The CHiME challenge series aims to advance robust automatic speech recog...
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02/23/2018
The JHU Speech LOREHLT 2017 System: Cross-Language Transfer for Situation-Frame Detection
We describe the system our team used during NIST's LoReHLT (Low Resource...
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06/01/2017
Using of heterogeneous corpora for training of an ASR system
The paper summarizes the development of the LVCSR system built as a part...
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03/22/2017