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05/21/2023
DCCRN-KWS: an audio bias based model for noise robust small-footprint keyword spotting
Real-world complex acoustic environments especially the ones with a low ...
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01/17/2023
Two Stage Contextual Word Filtering for Context bias in Unified Streaming and Non-streaming Transducer
It is difficult for an end-to-end (E2E) ASR system to recognize words su...
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07/04/2022
CaTT-KWS: A Multi-stage Customized Keyword Spotting Framework based on Cascaded Transducer-Transformer
Customized keyword spotting (KWS) has great potential to be deployed on ...
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07/03/2022
Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR
Leveraging context information is an intuitive idea to improve performan...
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02/16/2022
Conversational Speech Recognition By Learning Conversation-level Characteristics
Conversational automatic speech recognition (ASR) is a task to recognize...
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09/15/2021
Improving Streaming Transformer Based ASR Under a Framework of Self-supervised Learning
Recently self-supervised learning has emerged as an effective approach t...
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06/17/2021
Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-EndSpeech Recognition
End-to-end models are favored in automatic speech recognition (ASR) beca...
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01/18/2021
Tiny Transducer: A Highly-efficient Speech Recognition Model on Edge Devices
This paper proposes an extremely lightweight phone-based transducer mode...
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05/01/2020
Multi-head Monotonic Chunkwise Attention For Online Speech Recognition
The attention mechanism of the Listen, Attend and Spell (LAS) model requ...
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06/07/2018
Domain Adversarial Training for Accented Speech Recognition
In this paper, we propose a domain adversarial training (DAT) algorithm ...
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06/07/2018
Training Augmentation with Adversarial Examples for Robust Speech Recognition
This paper explores the use of adversarial examples in training speech r...
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03/27/2018