18 citations · 24 across the 20 of their papers we have counts for
4 papers · 1 filter
The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System
Tae Jin Park, He Huang, Ante Jukic +7
We present the NVIDIA NeMo team's multi-channel speech recognition system for the 7th CHiME Challenge Distant Automatic Speech Recognition (DASR) Task, focusing on the development…
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation
Zhehuai Chen, He Huang, Andrei Andrusenko +6
We present a novel Speech Augmented Language Model (SALM) with {\em multitask} and {\em in-context} learning capabilities. SALM comprises a frozen text LLM, a audio encoder, a moda…
Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition
Krishna C. Puvvada, Nithin Rao Koluguri, Kunal Dhawan +2
Discrete audio representation, aka audio tokenization, has seen renewed interest driven by its potential to facilitate the application of text language modeling approaches in audio…
Conformer-based Target-Speaker Automatic Speech Recognition for Single-Channel Audio
Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin +1
We propose CONF-TSASR, a non-autoregressive end-to-end time-frequency domain architecture for single-channel target-speaker automatic speech recognition (TS-ASR). The model consist…