10 citations · 30 across the 27 of their papers we have counts for
5 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…
Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation
Tae Jin Park, He Huang, Coleman Hooper +5
We introduce a sophisticated multi-speaker speech data simulator, specifically engineered to generate multi-speaker speech recordings. A notable feature of this simulator is its ca…
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…
Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach
Tae Jin Park, Kunal Dhawan, Nithin Koluguri +1
Large language models (LLMs) have shown great promise for capturing contextual information in natural language processing tasks. We propose a novel approach to speaker diarization…
Unified model for code-switching speech recognition and language identification based on a concatenated tokenizer
Kunal Dhawan, Dima Rekesh, Boris Ginsburg
Code-Switching (CS) multilingual Automatic Speech Recognition (ASR) models can transcribe speech containing two or more alternating languages during a conversation. This paper prop…