Yatharth Saraf

According to our database, Yatharth Saraf authored at least 28 papers between 2005 and 2022.

Collaborative distances:

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

2022

Pushing the performances of ASR models on English and Spanish accents.

Pooja Chitkara, Morgane Rivière, Jade Copet, Frank Zhang, Yatharth Saraf

CoRR, 2022

Improving Data Driven Inverse Text Normalization using Data Augmentation.

Laxmi Pandey, Debjyoti Paul, Pooja Chitkara, Yutong Pang, Xuedong Zhang, Kjell Schubert, Mark Chou, Shu Liu, Yatharth Saraf

CoRR, 2022

Scaling ASR Improves Zero and Few Shot Learning.

Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed

Proceedings of the Interspeech 2022, 2022

XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.

Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli

Proceedings of the Interspeech 2022, 2022

Improved Language Identification Through Cross-Lingual Self-Supervised Learning.

Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli

Proceedings of the IEEE International Conference on Acoustics, 2022

Conformer-Based Self-Supervised Learning For Non-Speech Audio Tasks.

Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf

Proceedings of the IEEE International Conference on Acoustics, 2022

Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions.

Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models.

Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer

CoRR, 2021

Improved Language Identification Through Cross-Lingual Self-Supervised Learning.

Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli

CoRR, 2021

Benchmarking LF-MMI, CTC And RNN-T Criteria For Streaming ASR.

Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Dual Application of Speech Enhancement for Automatic Speech Recognition.

Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Improving RNN Transducer Based ASR with Auxiliary Tasks.

Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion.

Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer

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

A Multi-View Approach to Audio-Visual Speaker Verification.

Leda Sari, Kritika Singh, Jiatong Zhou, Lorenzo Torresani, Nayan Singhal, Yatharth Saraf

Proceedings of the IEEE International Conference on Acoustics, 2021

On Lattice-Free Boosted MMI Training of HMM and CTC-Based Full-Context ASR Models.

Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Kaizen: Continuously Improving Teacher Using Exponential Moving Average for Semi-Supervised Speech Recognition.

Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Contextual RNN-T For Open Domain ASR.

Mahaveer Jain, Gil Keren, Jay Mahadeokar, Yatharth Saraf

CoRR, 2020

Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces.

Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig

CoRR, 2020

Multilingual Graphemic Hybrid ASR with Massive Data Augmentation.

Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig

Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages and Collaboration and Computing for Under-Resourced Languages, 2020

Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces.

Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig

Proceedings of the Interspeech 2020, 2020

Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR.

Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

Proceedings of the Interspeech 2020, 2020

Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model.

Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig

Proceedings of the Interspeech 2020, 2020

Contextual RNN-T for Open Domain ASR.

Mahaveer Jain, Gil Keren, Jay Mahadeokar, Geoffrey Zweig, Florian Metze, Yatharth Saraf

Proceedings of the Interspeech 2020, 2020

Training ASR Models By Generation of Contextual Information.

Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Relevance Ranking for Real-Time Tweet Search.

Yan Xia, Yu Sun, Tian Wang, Juan Caicedo Carvajal, Jinliang Fan, Bhargav Mangipudi, Lisa Huang, Yatharth Saraf

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Multilingual ASR with Massive Data Augmentation.

Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig

CoRR, 2019

2008

Computing the curve-skeletons of images.

Yatharth Saraf, Raman Balasubramanian, Krishnan Swaminathan

Int. J. Comput. Math., 2008

2005

A classical approach for thinning of binary images using divergence of the potential field.

Yatharth Saraf, Raman Balasubramanian, Krishnan Swaminathan

Int. J. Comput. Math., 2005