Frank Seide

According to our database, Frank Seide authored at least 91 papers between 1994 and 2024.

Collaborative distances:

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

2024

Efficient Streaming LLM for Speech Recognition.

Junteng Jia, Gil Keren, Wei Zhou, Egor Lakomkin, Xiaohui Zhang, Chunyang Wu, Frank Seide, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2024

Navigating the Minefield of MT Beam Search in Cascaded Streaming Speech Translation.

Rastislav Rabatin, Frank Seide, Ernie Chang

CoRR, 2024

Speech ReaLLM - Real-time Streaming Speech Recognition with Multimodal LLMs by Teaching the Flow of Time.

Frank Seide, Morrie Doulaty, Yangyang Shi, Yashesh Gaur, Junteng Jia, Chunyang Wu

CoRR, 2024

AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition.

Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide

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

2023

Directional Source Separation for Robust Speech Recognition on Smart Glasses.

Tiantian Feng, Ju Lin, Yiteng Huang, Weipeng He, Kaustubh Kalgaonkar, Niko Moritz, Li Wan, Xin Lei, Ming Sun, Frank Seide

CoRR, 2023

DISGO: Automatic End-to-End Evaluation for Scene Text OCR.

Mei-Yuh Hwang, Yangyang Shi, Ankit Ramchandani, Guan Pang, Praveen Krishnan, Lucas Kabela, Frank Seide, Samyak Datta, Jun Liu

CoRR, 2023

Directional Speech Recognition for Speaker Disambiguation and Cross-talk Suppression.

Ju Lin, Niko Moritz, Ruiming Xie, Kaustubh Kalgaonkar, Christian Fuegen, Frank Seide

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

Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers.

Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2023

Joint Federated Learning and Personalization for on-Device ASR.

Junteng Jia, Ke Li, Mani Malek, Kshitiz Malik, Jay Mahadeokar, Ozlem Kalinli, Frank Seide

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition.

Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Federated Domain Adaptation for ASR with Full Self-Supervision.

Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2018

Achieving Human Parity on Automatic Chinese to English News Translation.

Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou

CoRR, 2018

Marian: Fast Neural Machine Translation in C++.

Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

Toward Human Parity in Conversational Speech Recognition.

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

IEEE ACM Trans. Audio Speech Lang. Process., 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

CNTK: Microsoft's Open-Source Deep-Learning Toolkit.

Frank Seide, Amit Agarwal

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Deep bi-directional recurrent networks over spectral windows.

Abdel-rahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

An introduction to computational networks and the computational network toolkit (invited talk).

Dong Yu, Adam Eversole, Michael L. Seltzer, Kaisheng Yao, Brian Guenter, Oleksii Kuchaiev, Frank Seide, Huaming Wang, Jasha Droppo, Zhiheng Huang, Geoffrey Zweig, Christopher J. Rossbach, Jon Currey

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs.

Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

On parallelizability of stochastic gradient descent for speech DNNS.

Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition.

Dong Yu, Li Deng, Frank Seide

IEEE Trans. Speech Audio Process., 2013

Feature Learning in Deep Neural Networks - A Study on Speech Recognition Tasks

Dong Yu, Michael L. Seltzer, Jinyu Li, Jui-Ting Huang, Frank Seide

Proceedings of the 1st International Conference on Learning Representations, 2013

MSR-FBK IWSLT 2013 SLT system description.

Anthony Aue, Qin Gao, Hany Hassan, Xiaodong He, Gang Li, Nicholas Ruiz, Frank Seide

Proceedings of the 10th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2013, 2013

A new language independent, photo-realistic talking head driven by voice only.

Xinjian Zhang, Lijuan Wang, Gang Li, Frank Seide, Frank K. Soong

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition.

Dong Yu, Kaisheng Yao, Hang Su, Gang Li, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2013

Error back propagation for sequence training of Context-Dependent Deep NetworkS for conversational speech transcription.

Hang Su, Gang Li, Dong Yu, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2013

Recent advances in deep learning for speech research at Microsoft.

Li Deng, Jinyu Li, Jui-Ting Huang, Kaisheng Yao, Dong Yu, Frank Seide, Michael L. Seltzer, Geoffrey Zweig, Xiaodong He, Jason D. Williams, Yifan Gong, Alex Acero

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Adaptation of context-dependent deep neural networks for automatic speech recognition.

Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Context-dependent Deep Neural Networks for audio indexing of real-life data.

Gang Li, Huifeng Zhu, Gong Cheng, Kit Thambiratnam, Behrooz Chitsaz, Dong Yu, Frank Seide

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks.

Dong Yu, Li Deng, Frank Seide

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Voice Activity Detection Using Speech Recognizer Feedback.

Kit Thambiratnam, Weiwu Zhu, Frank Seide

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

ClippyScript: A Programming Language for Multi-Domain Dialogue Systems.

Frank Seide, Sean McDirmid

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Pipelined Back-Propagation for Context-Dependent Deep Neural Networks.

Xie Chen, Adam Eversole, Gang Li, Dong Yu, Frank Seide

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Exploiting sparseness in deep neural networks for large vocabulary speech recognition.

Dong Yu, Frank Seide, Gang Li, Li Deng

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Conversational Speech Transcription Using Context-Dependent Deep Neural Networks.

Frank Seide, Gang Li, Dong Yu

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Leveraging the Web for automatically generating indexable and browsable keywords for speech files.

Kishan Thambiratnam, Gang Li, Sha Meng, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2011

Feature engineering in Context-Dependent Deep Neural Networks for conversational speech transcription.

Frank Seide, Gang Li, Xie Chen, Dong Yu

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Subword-based multi-span pronunciation adaptation for recognizing accented speech.

Timo Mertens, Kit Thambiratnam, Frank Seide

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

On using missing-feature theory with cepstral features - approximations to the multivariate integral.

Frank Seide, Pei Zhao

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Vocabulary and language model adaptation using just one speech file.

Sha Meng, Kishan Thambiratnam, Yimeng Lin, Lifang Wang, Gang Li, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2010

Music rhythm characterization with application to workout-mix generation.

Qian Lin, Lie Lu, Christopher Weare, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Multimedia retrieval through indexing speech: an enterprise perspective.

Frank Seide, Kit Thambiratnam, Lie Lu, Roger Peng Yu

Proceedings of the third workshop on Searching spontaneous conversational speech, 2009

Unsupervised lattice-based acoustic model adaptation for speaker-dependent conversational telephone speech transcription.

Kishan Thambiratnam, Frank Seide

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Learning a music similarity measure on automatic annotations with application to playlist generation.

Linxing Xiao, Lie Lu, Frank Seide, Jie Zhou

Proceedings of the IEEE International Conference on Acoustics, 2009

Unsupervised speaker adaptation for telephone call transcription.

R. Wallace, Kishan Thambiratnam, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2009

Automatic punctuation generation for speech.

Wenzhu Shen, Roger Peng Yu, Frank Seide, Ji Wu

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008

Mobile Search With Multimodal Queries.

Xing Xie, Lie Lu, Menglei Jia, Hua Li, Frank Seide, Wei-Ying Ma

Proc. IEEE, 2008

Word-lattice based spoken-document indexing with standard text indexers.

Frank Seide, Kishan Thambiratnam, Roger Peng Yu

Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008

Fragmented context-dependent syllable acoustic models.

Kishan Thambiratnam, Frank Seide

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

GPU-accelerated Gaussian clustering for fMPE discriminative training.

Yu Shi, Frank Seide, Frank K. Soong

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Towards vocabulary-independent speech indexing for large-scale repositories.

Jian Shao, Roger Peng Yu, Qingwei Zhao, Yonghong Yan, Frank Seide

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Addressing the out-of-vocabulary problem for large-scale Chinese spoken term detection.

Sha Meng, Jian Shao, Roger Peng Yu, Jia Liu, Frank Seide

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Approximateword-lattice indexing with text indexers: Time-Anchored Lattice Expansion.

Peng Yu, Yu Shi, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2008

Fusing multiple systems into a compact lattice index for chinese spoken term detection.

Sha Meng, Peng Yu, Jia Liu, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2008

Mobile ringtone search through query by humming.

Lie Lu, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Learning spoken document similarity and recommendation using supervised probabilistic latent semantic analysis.

Kishan Thambiratnam, Frank Seide

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Online vocabulary adaptation using limited adaptation data.

C. E. Liu, Kishan Thambiratnam, Frank Seide

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

A Hidden-State Maximum Entropy Model Forword Confidence Estimation.

Peng Yu, Jie Xu, Guo-Liang Zhang, Yuchou Chang, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2007

Towards spoken-document retrieval for the enterprise: Approximate word-lattice indexing with text indexers.

Frank Seide, Peng Yu, Yu Shi

Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

A study of lattice-based spoken term detection for Chinese spontaneous speech.

Sha Meng, Peng Yu, Frank Seide, Jia Liu

Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006

Discriminatively Trained spoken Document Similarity Models and their Application to Probabilistic Latent Semantic Analysis.

Kishan Thambiratnam, Frank Seide, Peng Yu

Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Towards Spoken-Document Retrieval for the Internet: Lattice Indexing For Large-Scale Web-Search Architectures.

Zheng-Yu Zhou, Peng Yu, Ciprian Chelba, Frank Seide

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Maximum Entropy Based Normalization Of Word Posteriors For Phonetic And Lvcsr Lattice Search.

Peng Yu, Duo Zhang, Frank Seide

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Vocabulary-Independent Indexing of Spontaneous Speech.

Peng Yu, Kaijiang Chen, Chengyuan Ma, Frank Seide

IEEE Trans. Speech Audio Process., 2005

The use of virtual hypothesis copies in decoding of large-vocabulary continuous speech.

Frank Seide

IEEE Trans. Speech Audio Process., 2005

Searching the Audio Notebook: Keyword Search in Recorded Conversation.

Peng Yu, Kaijiang Chen, Lie Lu, Frank Seide

Proceedings of the HLT/EMNLP 2005, 2005

Fast Two-Stage Vocabulary-Independent Search In Spontaneous Speech.

Peng Yu, Frank Seide

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

A hybrid word / phoneme-based approach for improved vocabulary-independent search in spontaneous speech.

Peng Yu, Frank Torsten Bernd Seide

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Vocabulary-independent search in spontaneous speech.

Frank Seide, Peng Yu, Chengyuan Ma, Eric Chang

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

An improved model-based speaker segmentation system.

Peng Yu, Frank Seide, Chengyuan Ma, Eric Chang

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - model and training.

Jian-Lai Zhou, Frank Seide, Li Deng

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - MAP decoding and evaluation.

Frank Seide, Jian-Lai Zhou, Li Deng

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

A system for spoken query information retrieval on mobile devices.

Eric Chang, Frank Seide, Helen M. Meng, Zhuoran Chen, Yu Shi, Yuk-Chi Li

IEEE Trans. Speech Audio Process., 2002

2001

Rapid speaker adaptation using a priori knowledge by eigenspace analysis of MLLR parameters.

Nick J.-C. Wang, Sammy S.-M. Lee, Frank Seide, Lin-Shan Lee

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

The thoughtful elephant: strategies for spoken dialog systems.

Bernd Souvignier, Andreas Kellner, Bernhard Rueber, Hauke Schramm, Frank Seide

IEEE Trans. Speech Audio Process., 2000

MAT-2000 - design, collection, and validation of a Mandarin 2000-speaker telephone speech database.

Hsiao-Chuan Wang, Frank Seide, Chiu-yu Tseng, Lin-Shan Lee

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Two-stream modeling of Mandarin tones.

Frank Seide, Nick J.-C. Wang

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Improvements of the Philips 2000 Taiwan Mandarin benchmark system.

Yuan-Fu Liao, Nick J.-C. Wang, Max Huang, Hank Huang, Frank Seide

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Pitch tracking and tone features for Mandarin speech recognition.

Hank Chang-Han Huang, Frank Seide

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Development of the philips 1999 taiwan Mandarin benchmark system.

Chiwei Che, Nick J.-C. Wang, Max Huang, Hank Huang, Frank Seide

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998

Phonetic Modelling In the Philips Chinese Continuous-Speech Recognition System.

Frank Seide, Nick J.-C. Wang

Proceedings of the 1998 International Symposium on Chinese Spoken Language Processing, 1998

1997

PADIS - An automatic telephone switchboard and directory information system.

Andreas Kellner, Bernhard Rueber, Frank Seide, Bach-Hiep Tran

Speech Commun., 1997

Towards an automated directory information system.

Frank Seide, Andreas Kellner

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

1996

A word graph based n-best search in continuous speech recognition.

Bach-Hiep Tran, Frank Seide, Volker Steinbiss

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Improving speech understanding by incorporating database constraints and dialogue history.

Frank Seide, Bernhard Rueber, Andreas Kellner

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

A comparison of time conditioned and word conditioned search techniques for large vocabulary speech recognition.

Stefan Ortmanns, Hermann Ney, Frank Seide, Ingo Lindam

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

1995

The Philips automatic train timetable information system.

Harald Aust, Martin Oerder, Frank Seide, Volker Steinbiss

Speech Commun., 1995

Fast likelihood computation for continuous-mixture densities using a tree-based nearest neighbor search.

Frank Seide

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

1994

Non-linear regression based feature extraction for connected-word recognition in noise.

Frank Seide, Alfred Mertins

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994