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09/23/2021
ChannelAugment: Improving generalization of multi-channel ASR by training with input channel randomization
End-to-end (E2E) multi-channel ASR systems show state-of-the-art perform...
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09/17/2021
Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition
In this paper, we propose a dual-encoder ASR architecture for joint mode...
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08/20/2020
Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset
Automatic speech-based affect recognition of individuals in dyadic conve...
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07/27/2020
openXDATA: A Tool for Multi-Target Data Generation and Missing Label Completion
A common problem in machine learning is to deal with datasets with disjo...
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07/27/2020
Semi-Supervised Learning with Data Augmentation for End-to-End ASR
In this paper, we apply Semi-Supervised Learning (SSL) along with Data A...
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07/08/2019
Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR
Sequence-to-sequence (seq2seq) based ASR systems have shown state-of-the...
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12/15/2014
A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems
Transcription of broadcast news is an interesting and challenging applic...
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09/09/2014