Mike Seltzer

According to our database, Mike Seltzer authored at least 18 papers between 2013 and 2024.

Collaborative distances:

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

2024

Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition.

Keqi Deng, Jinxi Guo, Yingyi Ma, Niko Moritz, Philip C. Woodland, Ozlem Kalinli, Mike Seltzer

CoRR, 2024

Get Large Language Models Ready to Speak: A Late-fusion Approach for Speech Generation.

Maohao Shen, Shun Zhang, Jilong Wu, Zhiping Xiu, Ehab A. AlBadawy, Yiting Lu, Mike Seltzer, Qing He

CoRR, 2024

AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs.

Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Ke Li, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models.

Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra

Proceedings of the IEEE International Conference on Acoustics, 2024

Effective Internal Language Model Training and Fusion for Factorized Transducer Model.

Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2024

Prompting Large Language Models with Speech Recognition Abilities.

Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data.

Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

CoRR, 2023

Multi-Head State Space Model for Speech Recognition.

Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales

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

Dynamic Speech Endpoint Detection with Regression Targets.

Dawei Liang, Hang Su, Tarun Singh, Jay Mahadeokar, Shanil Puri, Jiedan Zhu, Edison Thomaz, Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution.

Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study.

Dawei Liang, Yangyang Shi, Yun Wang, Nayan Singhal, Alex Xiao, Jonathan Shaw, Edison Thomaz, Ozlem Kalinli, Mike Seltzer

CoRR, 2021

Emformer: Efficient Memory Transformer Based Acoustic Model for Low Latency Streaming Speech Recognition.

Yangyang Shi, Yongqiang Wang, Chunyang Wu, Ching-Feng Yeh, Julian Chan, Frank Zhang, Duc Le, Mike Seltzer

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

2017

The microsoft 2016 conversational speech recognition system.

Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Achieving Human Parity in Conversational Speech Recognition.

Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig

CoRR, 2016

2014

Singular value decomposition based low-footprint speaker adaptation and personalization for deep neural network.

Jian Xue, Jinyu Li, Dong Yu, Mike Seltzer, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2014

Phone sequence modeling with recurrent neural networks.

Nicolas Boulanger-Lewandowski, Jasha Droppo, Mike Seltzer, Dong Yu

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition.

Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard C. Rose, Mike Seltzer, Pascal Clark, Ian McGraw, Balakrishnan Varadarajan, Erin Bennett, Benjamin Börschinger, Justin T. Chiu, Ewan Dunbar, Abdellah Fourtassi, David Harwath, Chia-ying Lee, Keith D. Levin, Atta Norouzian, Vijayaditya Peddinti, Rachael Richardson, Thomas Schatz, Samuel Thomas

Proceedings of the IEEE International Conference on Acoustics, 2013