Nikhil Siddhartha

According to our database, Nikhil Siddhartha authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Comparison of Parameter-Efficient ASR Domain Adaptation Methods for Universal Speech and Language Models.

Khe Chai Sim, Zhouyuan Huo, Tsendsuren Munkhdalai, Nikhil Siddhartha, Adam Stooke, Zhong Meng, Bo Li, Tara N. Sainath

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

SLM: Bridge the thin gap between speech and text foundation models.

Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Yongqiang Wang, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Zhong Meng, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu

CoRR, 2023

SLM: Bridge the Thin Gap Between Speech and Text Foundation Models.

Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Contextual Spelling Correction with Large Language Models.

Gan Song, Zelin Wu, Golan Pundak, Angad Chandorkar, Kandarp Joshi, Xavier Velez, Diamantino Caseiro, Ben Haynor, Weiran Wang, Nikhil Siddhartha, Pat Rondon, Khe Chai Sim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device.

Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning.

Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He

Proceedings of the IEEE International Conference on Acoustics, 2022

Joint Unsupervised and Supervised Training for Multilingual ASR.

Junwen Bai, Bo Li, Yu Zhang, Ankur Bapna, Nikhil Siddhartha, Khe Chai Sim, Tara N. Sainath

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device.

Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays

CoRR, 2021

A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models.

Ananya Misra, Dongseong Hwang, Zhouyuan Huo, Shefali Garg, Nikhil Siddhartha, Arun Narayanan, Khe Chai Sim

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021