Yatharth Saraf

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 39

Top Topics

Supervised Learning

Contextual Information

Speech Recognition

Graph Transduction

Top Venues

Publications

Laxmi Pandey, Debjyoti Paul, Pooja Chitkara, Yutong Pang, Xuedong Zhang, Kjell Schubert, Mark Chou, Shu Liu, Yatharth Saraf
Improving Data Driven Inverse Text Normalization using Data Augmentation. CoRR (2022)
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
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. INTERSPEECH (2022)
Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf
Conformer-Based Self-Supervised Learning For Non-Speech Audio Tasks. ICASSP (2022)
Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions. ICASSP (2022)
Pooja Chitkara, Morgane Rivière, Jade Copet, Frank Zhang, Yatharth Saraf
Pushing the performances of ASR models on English and Spanish accents. CoRR (2022)
Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
Scaling ASR Improves Zero and Few Shot Learning. INTERSPEECH (2022)
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli
Improved Language Identification Through Cross-Lingual Self-Supervised Learning. ICASSP (2022)
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
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. Interspeech (2021)
Leda Sari, Kritika Singh, Jiatong Zhou, Lorenzo Torresani, Nayan Singhal, Yatharth Saraf
A Multi-View Approach To Audio-Visual Speaker Verification. CoRR (2021)
Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer
On Lattice-Free Boosted MMI Training of HMM and CTC-Based Full-Context ASR Models. ASRU (2021)
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli
Improved Language Identification Through Cross-Lingual Self-Supervised Learning. CoRR (2021)
Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer
On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models. CoRR (2021)
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
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. CoRR (2021)
Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf
Dual Application of Speech Enhancement for Automatic Speech Recognition. SLT (2021)
Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig
Benchmarking LF-MMI, CTC And RNN-T Criteria For Streaming ASR. SLT (2021)
Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Kaizen: Continuously Improving Teacher Using Exponential Moving Average for Semi-Supervised Speech Recognition. ASRU (2021)
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
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. CoRR (2021)
Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Kaizen: Continuously improving teacher using Exponential Moving Average for semi-supervised speech recognition. CoRR (2021)
Alex Xiao, Weiyi Zheng, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
Scaling ASR Improves Zero and Few Shot Learning. CoRR (2021)
Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks. CoRR (2021)
Leda Sari, Kritika Singh, Jiatong Zhou, Lorenzo Torresani, Nayan Singhal, Yatharth Saraf
A Multi-View Approach to Audio-Visual Speaker Verification. ICASSP (2021)
Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions. CoRR (2021)
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig
Improving RNN Transducer Based ASR with Auxiliary Tasks. SLT (2021)
Yan Xia, Yu Sun, Tian Wang, Juan Caicedo Carvajal, Jinliang Fan, Bhargav Mangipudi, Lisa Huang, Yatharth Saraf
Relevance Ranking for Real-Time Tweet Search. CIKM (2020)
Mahaveer Jain, Gil Keren, Jay Mahadeokar, Yatharth Saraf
Contextual RNN-T For Open Domain ASR. CoRR (2020)
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig
Improving RNN Transducer Based ASR with Auxiliary Tasks. CoRR (2020)
Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf
Dual Application of Speech Enhancement for Automatic Speech Recognition. CoRR (2020)
Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model. INTERSPEECH (2020)
Mahaveer Jain, Gil Keren, Jay Mahadeokar, Geoffrey Zweig, Florian Metze, Yatharth Saraf
Contextual RNN-T for Open Domain ASR. INTERSPEECH (2020)
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Large scale weakly and semi-supervised learning for low-resource video ASR. CoRR (2020)
Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig
Multilingual Graphemic Hybrid ASR with Massive Data Augmentation. SLTU/CCURL@LREC (2020)
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR. INTERSPEECH (2020)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR Models By Generation of Contextual Information. ICASSP (2020)
Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model. CoRR (2020)
Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig
Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces. CoRR (2020)
Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig
Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR. CoRR (2020)
Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig
Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces. INTERSPEECH (2020)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR models by Generation of Contextual Information. CoRR (2019)
Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig
Multilingual ASR with Massive Data Augmentation. CoRR (2019)
Yatharth Saraf, Raman Balasubramanian, Krishnan Swaminathan
Computing the curve-skeletons of images. Int. J. Comput. Math. 85 (2) (2008)
Yatharth Saraf, Raman Balasubramanian, Krishnan Swaminathan
A classical approach for thinning of binary images using divergence of the potential field. Int. J. Comput. Math. 82 (6) (2005)