Search Results for author: Darshan Prabhu

Found 2 papers, 1 papers with code

Efficient infusion of self-supervised representations in Automatic Speech Recognition

no code implementations19 Apr 2024 Darshan Prabhu, Sai Ganesh Mirishkar, Pankaj Wasnik

Self-supervised learned (SSL) models such as Wav2vec and HuBERT yield state-of-the-art results on speech-related tasks.

Automatic Speech Recognition Decoder +2

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

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