Leda Sari

According to our database, Leda Sari authored at least 30 papers between 2014 and 2024.

Collaborative distances:

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

2024

Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech.

Wonjune Kang, Junteng Jia, Chunyang Wu, Wei Zhou, Egor Lakomkin, Yashesh Gaur, Leda Sari, Suyoun Kim, Ke Li, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2024

Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of a Multilingual ASR Model.

Jiamin Xie, Ke Li, Jinxi Guo, Andros Tjandra, Yuan Shangguan, Leda Sari, Chunyang Wu, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Augmenting text for spoken language understanding with Large Language Models.

Roshan Sharma, Suyoun Kim, Daniel Lazar, Trang Le, Akshat Shrivastava, Kwanghoon Ahn, Piyush Kansal, Leda Sari, Ozlem Kalinli, Michael L. Seltzer

CoRR, 2023

Towards Selection of Text-to-speech Data to Augment ASR Training.

Shuo Liu, Leda Sari, Chunyang Wu, Gil Keren, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2023

Synthetic Cross-accent Data Augmentation for Automatic Speech Recognition.

Philipp Klumpp, Pooja Chitkara, Leda Sari, Prashant Serai, Jilong Wu, Irina-Elena Veliche, Rongqing Huang, Qing He

CoRR, 2023

Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale.

Matthew Le, Apoorv Vyas, Bowen Shi, Brian Karrer, Leda Sari, Rashel Moritz, Mary Williamson, Vimal Manohar, Yossi Adi, Jay Mahadeokar, Wei-Ning Hsu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Biased Self-supervised Learning for ASR.

Florian L. Kreyssig, Yangyang Shi, Jinxi Guo, Leda Sari, Abdel-rahman Mohamed, Philip C. Woodland

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Self-Supervised Representations for Singing Voice Conversion.

Tejas Jayashankar, Jilong Wu, Leda Sari, David Kant, Vimal Manohar, Qing He

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Seamless equal accuracy ratio for inclusive CTC speech recognition.

Heting Gao, Xiaoxuan Wang, Sunghun Kang, Rusty Mina, Dias Issa, John B. Harvill, Leda Sari, Mark Hasegawa-Johnson, Chang D. Yoo

Speech Commun., 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

Ego4D: Around the World in 3, 000 Hours of Egocentric Video.

Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Learning speech embeddings for speaker adaptation and speech understanding

Leda Sari

PhD thesis, 2021

Counterfactually Fair Automatic Speech Recognition.

Leda Sari, Mark Hasegawa-Johnson, Chang D. Yoo

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Auxiliary Networks for Joint Speaker Adaptation and Speaker Change Detection.

Leda Sari, Mark Hasegawa-Johnson, Samuel Thomas

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Ego4D: Around the World in 3, 000 Hours of Egocentric Video.

Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik

CoRR, 2021

Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering.

Kiran Ramnath, Leda Sari, Mark Hasegawa-Johnson, Chang D. Yoo

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

2020

Identify Speakers in Cocktail Parties with End-to-End Attention.

Junzhe Zhu, Mark Hasegawa-Johnson, Leda Sari

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Deep F-Measure Maximization for End-to-End Speech Understanding.

Leda Sari, Mark Hasegawa-Johnson

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory for End-to-End ASR.

Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Training Spoken Language Understanding Systems with Non-Parallel Speech and Text.

Leda Sari, Samuel Thomas, Mark Hasegawa-Johnson

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Learning Speaker Aware Offsets for Speaker Adaptation of Neural Networks.

Leda Sari, Samuel Thomas, Mark A. Hasegawa-Johnson

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Pre-training of Speaker Embeddings for Low-latency Speaker Change Detection in Broadcast News.

Leda Sari, Samuel Thomas, Mark Hasegawa-Johnson, Michael Picheny

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Speaker Adaptive Audio-Visual Fusion for the Open-Vocabulary Section of AVICAR.

Leda Sari, Mark Hasegawa-Johnson, Kumaran S, Georg Stemmer, Krishnakumar N. Nair

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2016

Score normalization for keyword search.

Leda Sari, Murat Saraclar

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Template-based Keyword Search with pseudo posteriorgrams.

Batuhan Gündogdu, Leda Sari, Gozde Cetinkaya, Murat Saraclar

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

Discriminative training of the keyword search confusion model.

Leda Sari, Murat Saraclar

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Posteriorgram based approaches in keyword search.

Leda Sari, Batuhan Gündogdu, Murat Saraclar

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Fusion of LVCSR and posteriorgram based keyword search.

Leda Sari, Batuhan Gündogdu, Murat Saraçlar

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2014

Texture Defect Detection Using Independent Vector Analysis in Wavelet Domain.

Leda Sari, Aysin Ertüzün

Proceedings of the 22nd International Conference on Pattern Recognition, 2014