Oct 24, 2023 · In this work, we propose a novel accent adaptation approach for end-to-end ASR systems using cross-attention with a trainable set of codebooks.
Dec 6, 2023 · These learnable codebooks capture accent-specific information and are integrated within the ASR encoder layers. The model is trained on accented ...
A new accent adaptation technique that uses a set of learnable codebooks and a new beam-search decoding algorithm to achieve significant performance ...
We propose a novel accent adaptation approach for end-to-end ASR systems using cross-attention with a trainable set of codebooks.
Oct 27, 2023 · These learnable codebooks capture accent-specific information and are integrated within the ASR encoder layers. The model is trained on accented ...
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In this work, we propose a novel accent adaptation approach for end-to-end ASR systems using cross-attention with a trainable set of codebooks. 1.
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Accented Speech Recognition With Accent-specific Codebooks
www.researchgate.net › publication › 37...
In this paper, we introduce meta-learning techniques for fast accent domain expansion in mandarin speech recognition, which expands the field of accents without ...
Accented Speech Recognition With Accent-specific Codebooks · Darshan PrabhuP ... This work presents speech recognition experiments using Mozilla's DeepSpeech ...
Oct 26, 2023 · Speech accents pose a significant challenge to state-of-the-art automatic speech recognition (ASR) systems.
Jul 7, 2024 · This research paper introduces a novel self-supervised pre-training method that leverages accent-specific codebooks to improve the performance of speech ...