Search Results for author: Vinit Unni

Found 4 papers, 3 papers with code

Accented Speech Recognition With Accent-specific Codebooks

1 code implementation24 Oct 2023 Darshan Prabhu, Preethi Jyothi, Sriram Ganapathy, Vinit Unni

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.

Accented Speech Recognition Automatic Speech Recognition +2

Coupled Training of Sequence-to-Sequence Models for Accented Speech Recognition

1 code implementation14 May 2020 Vinit Unni, Nitish Joshi, Preethi Jyothi

We propose coupled training for encoder-decoder ASR models that acts on pairs of utterances corresponding to the same text spoken by speakers with different accents.

Accented Speech Recognition Automatic Speech Recognition +2

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