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08/12/2023
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition
When labeled data is insufficient, semi-supervised learning with the pse...
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02/26/2023
Speech Corpora Divergence Based Unsupervised Data Selection for ASR
Selecting application scenarios matching data is important for the autom...
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10/12/2022
Summary on the ISCSLP 2022 Chinese-English Code-Switching ASR Challenge
Code-switching automatic speech recognition becomes one of the most chal...
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07/06/2022
Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies
There is often a trade-off between performance and latency in streaming ...
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06/20/2022
Boosting Cross-Domain Speech Recognition with Self-Supervision
The cross-domain performance of automatic speech recognition (ASR) could...
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06/18/2022
Decoupled Federated Learning for ASR with Non-IID Data
Automatic speech recognition (ASR) with federated learning (FL) makes it...
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02/22/2022
Improving CTC-based speech recognition via knowledge transferring from pre-trained language models
Recently, end-to-end automatic speech recognition models based on connec...
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01/25/2022
Improving non-autoregressive end-to-end speech recognition with pre-trained acoustic and language models
While Transformers have achieved promising results in end-to-end (E2E) a...
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12/23/2021
Data Augmentation based Consistency Contrastive Pre-training for Automatic Speech Recognition
Self-supervised acoustic pre-training has achieved amazing results on th...
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10/09/2021
Wav2vec-S: Semi-Supervised Pre-Training for Speech Recognition
Self-supervised pre-training has dramatically improved the performance o...
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02/25/2021
A Layered Grouping Random Access Scheme Based on Dynamic Preamble Selection for Massive Machine Type Communications
Massive machine type communication (mMTC) has been identified as an impo...
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01/15/2020
Transformer-based Online CTC/attention End-to-End Speech Recognition Architecture
Recently, Transformer has gained success in automatic speech recognition...
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12/25/2019