Yatharth Saraf

41 papers A 8C 2Misc 5Journal 22Unranked 4

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