activity
20182024
most citedTransfer learning of language-independent end-to-end ASR with language model fusion

6 citations · 19 across the 12 of their papers we have counts for

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2 papers · 1 filter

eess.AS2024

Speculative Speech Recognition by Audio-Prefixed Low-Rank Adaptation of Language Models

Bolaji Yusuf, Murali Karthick Baskar, Andrew Rosenberg +1

This paper explores speculative speech recognition (SSR), where we empower conventional automatic speech recognition (ASR) with speculation capabilities, allowing the recognizer to…

cs.AI2024

Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions

Murali Karthick Baskar, Andrew Rosenberg, Bhuvana Ramabhadran +2

In this paper, we focus on addressing the constraints faced when applying LLMs to ASR. Recent works utilize prefixLM-type models, which directly apply speech as a prefix to LLMs fo…