Non-linear regression based feature extraction for connected-word recognition in noise. - Frank Seide; Alfred Mertins (ICASSP (2), 1994)

Fast likelihood computation for continuous-mixture densities using a tree-based nearest neighbor search. - Frank Seide (EUROSPEECH, 1995)

The Philips automatic train timetable information system. - Harald Aust; Martin Oerder; Frank Seide; Volker Steinbiss (Speech Commun., 1995)

A comparison of time conditioned and word conditioned search techniques for large vocabulary speech recognition. - Stefan Ortmanns; Hermann Ney; Frank Seide; Ingo Lindam (ICSLP, 1996)

Improving speech understanding by incorporating database constraints and dialogue history. - Frank Seide; Bernhard Rueber; Andreas Kellner (ICSLP, 1996)

A word graph based n-best search in continuous speech recognition. - Bach-Hiep Tran; Frank Seide; Volker Steinbiss (ICSLP, 1996)

Towards an automated directory information system. - Frank Seide; Andreas Kellner (EUROSPEECH, 1997)

PADIS - An automatic telephone switchboard and directory information system. - Andreas Kellner; Bernhard Rueber; Frank Seide; Bach-Hiep Tran (Speech Commun., 1997)

Phonetic Modelling In the Philips Chinese Continuous-Speech Recognition System. - Frank Seide; Nick J.-C. Wang (ISCSLP, 1998)

Development of the philips 1999 taiwan Mandarin benchmark system. - Chiwei Che; Nick J.-C. Wang; Max Huang; Hank Huang; Frank Seide (EUROSPEECH, 1999)

Pitch tracking and tone features for Mandarin speech recognition. - Hank Chang-Han Huang; Frank Seide (ICASSP, 2000)

Improvements of the Philips 2000 Taiwan Mandarin benchmark system. - Yuan-Fu Liao; Nick J.-C. Wang; Max Huang; Hank Huang; Frank Seide (INTERSPEECH, 2000)

Two-stream modeling of Mandarin tones. - Frank Seide; Nick J.-C. Wang (INTERSPEECH, 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 (INTERSPEECH, 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)

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 (ICASSP, 2001)

A system for spoken query information retrieval on mobile devices. - Eric Chang; Frank Seide; Helen M. Meng; Zhuoran Chen; Yu Shi 001; Yuk-Chi Li (IEEE Trans. Speech Audio Process., 2002)

Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - MAP decoding and evaluation. - Frank Seide; Jian-Lai Zhou; Li Deng 001 (ICASSP (1), 2003)

Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - model and training. - Jian-Lai Zhou; Frank Seide; Li Deng 001 (ICASSP (1), 2003)

An improved model-based speaker segmentation system. - Peng Yu; Frank Seide; Chengyuan Ma; Eric Chang (INTERSPEECH, 2003)

Vocabulary-independent search in spontaneous speech. - Frank Seide; Peng Yu; Chengyuan Ma; Eric Chang (ICASSP (1), 2004)

A hybrid word / phoneme-based approach for improved vocabulary-independent search in spontaneous speech. - Peng Yu; Frank Torsten Bernd Seide (INTERSPEECH, 2004)

Fast Two-Stage Vocabulary-Independent Search In Spontaneous Speech. - Peng Yu; Frank Seide (ICASSP (1), 2005)

Searching the Audio Notebook: Keyword Search in Recorded Conversation. - Peng Yu; Kaijiang Chen; Lie Lu; Frank Seide (HLT/EMNLP, 2005)

The use of virtual hypothesis copies in decoding of large-vocabulary continuous speech. - Frank Seide (IEEE Trans. Speech Audio Process., 2005)

Vocabulary-Independent Indexing of Spontaneous Speech. - Peng Yu; Kaijiang Chen; Chengyuan Ma; Frank Seide (IEEE Trans. Speech Audio Process., 2005)

Maximum Entropy Based Normalization Of Word Posteriors For Phonetic And Lvcsr Lattice Search. - Peng Yu; Duo Zhang; Frank Seide (ICASSP (1), 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 (HLT-NAACL, 2006)

Discriminatively Trained spoken Document Similarity Models and their Application to Probabilistic Latent Semantic Analysis. - Kishan Thambiratnam; Frank Seide; Peng Yu (SLT, 2006)

A study of lattice-based spoken term detection for Chinese spontaneous speech. - Sha Meng; Peng Yu; Frank Seide; Jia Liu 001 (ASRU, 2007)

Towards spoken-document retrieval for the enterprise: Approximate word-lattice indexing with text indexers. - Frank Seide; Peng Yu; Yu Shi 001 (ASRU, 2007)

A Hidden-State Maximum Entropy Model Forword Confidence Estimation. - Peng Yu; Jie Xu; Guo-Liang Zhang; Yuchou Chang; Frank Seide (ICASSP (4), 2007)

Online vocabulary adaptation using limited adaptation data. - C. E. Liu; Kishan Thambiratnam; Frank Seide (INTERSPEECH, 2007)

Learning spoken document similarity and recommendation using supervised probabilistic latent semantic analysis. - Kishan Thambiratnam; Frank Seide (INTERSPEECH, 2007)

Mobile ringtone search through query by humming. - Lie Lu; Frank Seide (ICASSP, 2008)

Fusing multiple systems into a compact lattice index for chinese spoken term detection. - Sha Meng; Peng Yu; Jia Liu 001; Frank Seide (ICASSP, 2008)

Approximateword-lattice indexing with text indexers: Time-Anchored Lattice Expansion. - Peng Yu; Yu Shi 001; Frank Seide (ICASSP, 2008)

Addressing the out-of-vocabulary problem for large-scale Chinese spoken term detection. - Sha Meng; Jian Shao 001; Roger Peng Yu; Jia Liu 001; Frank Seide (INTERSPEECH, 2008)

Towards vocabulary-independent speech indexing for large-scale repositories. - Jian Shao 001; Roger Peng Yu; Qingwei Zhao; Yonghong Yan 002; Frank Seide (INTERSPEECH, 2008)

GPU-accelerated Gaussian clustering for fMPE discriminative training. - Yu Shi 001; Frank Seide; Frank K. Soong (INTERSPEECH, 2008)

Fragmented context-dependent syllable acoustic models. - Kishan Thambiratnam; Frank Seide (INTERSPEECH, 2008)

Word-lattice based spoken-document indexing with standard text indexers. - Frank Seide; Kishan Thambiratnam; Roger Peng Yu (SLT, 2008)

Mobile Search With Multimodal Queries. - Xing Xie 001; Lie Lu; Menglei Jia; Hua Li 001; Frank Seide; Wei-Ying Ma (Proc. IEEE, 2008)

Automatic punctuation generation for speech. - Wenzhu Shen; Roger Peng Yu; Frank Seide; Ji Wu 002 (ASRU, 2009)

Unsupervised speaker adaptation for telephone call transcription. - R. Wallace; Kishan Thambiratnam; Frank Seide (ICASSP, 2009)

Learning a music similarity measure on automatic annotations with application to playlist generation. - Linxing Xiao; Lie Lu; Frank Seide; Jie Zhou 001 (ICASSP, 2009)

Unsupervised lattice-based acoustic model adaptation for speaker-dependent conversational telephone speech transcription. - Kishan Thambiratnam; Frank Seide (INTERSPEECH, 2009)

Multimedia retrieval through indexing speech: an enterprise perspective. - Frank Seide; Kit Thambiratnam; Lie Lu; Roger Peng Yu (SSCS@MM, 2009)

Music rhythm characterization with application to workout-mix generation. - Qian Lin; Lie Lu; Christopher Weare; Frank Seide (ICASSP, 2010)

Vocabulary and language model adaptation using just one speech file. - Sha Meng; Kishan Thambiratnam; Yimeng Lin; Lifang Wang; Gang Li 012; Frank Seide (ICASSP, 2010)

On using missing-feature theory with cepstral features - approximations to the multivariate integral. - Frank Seide; Pei Zhao (INTERSPEECH, 2010)

Subword-based multi-span pronunciation adaptation for recognizing accented speech. - Timo Mertens; Kit Thambiratnam; Frank Seide (ASRU, 2011)

Feature engineering in Context-Dependent Deep Neural Networks for conversational speech transcription. - Frank Seide; Gang Li 012; Xie Chen 001; Dong Yu 001 (ASRU, 2011)

Leveraging the Web for automatically generating indexable and browsable keywords for speech files. - Kishan Thambiratnam; Gang Li 012; Sha Meng; Frank Seide (ICASSP, 2011)

Conversational Speech Transcription Using Context-Dependent Deep Neural Networks. - Frank Seide; Gang Li 012; Dong Yu 001 (INTERSPEECH, 2011)

Exploiting sparseness in deep neural networks for large vocabulary speech recognition. - Dong Yu 001; Frank Seide; Gang Li 012; Li Deng 001 (ICASSP, 2012)

Pipelined Back-Propagation for Context-Dependent Deep Neural Networks. - Xie Chen 001; Adam Eversole; Gang Li 012; Dong Yu 001; Frank Seide (INTERSPEECH, 2012)

ClippyScript: A Programming Language for Multi-Domain Dialogue Systems. - Frank Seide; Sean McDirmid (INTERSPEECH, 2012)

Voice Activity Detection Using Speech Recognizer Feedback. - Kit Thambiratnam; Weiwu Zhu; Frank Seide (INTERSPEECH, 2012)

Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks. - Dong Yu 001; Li Deng 001; Frank Seide (INTERSPEECH, 2012)

Context-dependent Deep Neural Networks for audio indexing of real-life data. - Gang Li 012; Huifeng Zhu; Gong Cheng 005; Kit Thambiratnam; Behrooz Chitsaz; Dong Yu 001; Frank Seide (SLT, 2012)

Adaptation of context-dependent deep neural networks for automatic speech recognition. - Kaisheng Yao; Dong Yu 001; Frank Seide; Hang Su; Li Deng 001; Yifan Gong 001 (SLT, 2012)

Recent advances in deep learning for speech research at Microsoft. - Li Deng 001; Jinyu Li 001; Jui-Ting Huang; Kaisheng Yao; Dong Yu 001; Frank Seide; Michael L. Seltzer; Geoffrey Zweig; Xiaodong He 001; Jason D. Williams; Yifan Gong 001; Alex Acero (ICASSP, 2013)

Error back propagation for sequence training of Context-Dependent Deep NetworkS for conversational speech transcription. - Hang Su; Gang Li 012; Dong Yu 001; Frank Seide (ICASSP, 2013)

KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition. - Dong Yu 001; Kaisheng Yao; Hang Su; Gang Li 012; Frank Seide (ICASSP, 2013)

A new language independent, photo-realistic talking head driven by voice only. - Xinjian Zhang; Lijuan Wang; Gang Li 012; Frank Seide; Frank K. Soong (INTERSPEECH, 2013)

MSR-FBK IWSLT 2013 SLT system description. - Anthony Aue; Qin Gao; Hany Hassan; Xiaodong He 001; Gang Li 012; Nicholas Ruiz; Frank Seide (IWSLT (Evaluation Campaign), 2013)

Feature Learning in Deep Neural Networks - A Study on Speech Recognition Tasks - Dong Yu 001; Michael L. Seltzer; Jinyu Li 001; Jui-Ting Huang; Frank Seide (ICLR, 2013)

The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition. - Dong Yu 001; Li Deng 001; Frank Seide (IEEE Trans. Speech Audio Process., 2013)

On parallelizability of stochastic gradient descent for speech DNNS. - Frank Seide; Hao Fu; Jasha Droppo; Gang Li 012; Dong Yu 001 (ICASSP, 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 012; Dong Yu 001 (INTERSPEECH, 2014)

An introduction to computational networks and the computational network toolkit (invited talk). - Dong Yu 001; Adam Eversole; Michael L. Seltzer; Kaisheng Yao; Brian Guenter; Oleksii Kuchaiev; Frank Seide; Huaming Wang; Jasha Droppo; Zhiheng Huang; Geoffrey Zweig; Christopher J. Rossbach; et al. (INTERSPEECH, 2014)

Deep bi-directional recurrent networks over spectral windows. - Abdel-rahman Mohamed; Frank Seide; Dong Yu 001; Jasha Droppo; Andreas Stolcke; Geoffrey Zweig; Gerald Penn (ASRU, 2015)

CNTK: Microsoft's Open-Source Deep-Learning Toolkit. - Frank Seide; Amit Agarwal (KDD, 2016)

Achieving Human Parity in Conversational Speech Recognition. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Mike Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (CoRR, 2016)

The microsoft 2016 conversational speech recognition system. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Mike Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (ICASSP, 2017)

Toward Human Parity in Conversational Speech Recognition. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Michael L. Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

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 (ACL (4), 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 001; Marcin Junczys-Dowmunt; William Lewis; Mu Li 001; Shujie Liu 001; Tie-Yan Liu; et al. (CoRR, 2018)

Federated Domain Adaptation for ASR with Full Self-Supervision. - Junteng Jia; Jay Mahadeokar; Weiyi Zheng; Yuan Shangguan; Ozlem Kalinli; Frank Seide (INTERSPEECH, 2022)

An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. - Niko Moritz; Frank Seide; Duc Le; Jay Mahadeokar; Christian Fuegen (SLT, 2022)

Joint Federated Learning and Personalization for on-Device ASR. - Junteng Jia; Ke Li 023; Mani Malek 001; Kshitiz Malik; Jay Mahadeokar; Ozlem Kalinli; Frank Seide (ASRU, 2023)

Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers. - Duc Le; Frank Seide; Yuhao Wang; Yang Li 183; Kjell Schubert; Ozlem Kalinli; Michael L. Seltzer (ICASSP, 2023)

Directional Speech Recognition for Speaker Disambiguation and Cross-talk Suppression. - Ju Lin; Niko Moritz; Ruiming Xie; Kaustubh Kalgaonkar; Christian Fuegen; Frank Seide (INTERSPEECH, 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)

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 (ICASSP, 2024)

AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition. - Ju Lin; Niko Moritz; Yiteng Huang; Ruiming Xie; Ming Sun 013; Christian Fuegen; Frank Seide (ICASSP, 2024)

Navigating the Minefield of MT Beam Search in Cascaded Streaming Speech Translation. - Rastislav Rabatin; Frank Seide; Ernie Chang (INTERSPEECH, 2024)

Speech ReaLLM - Real-time Speech Recognition with Multimodal Language Models by Teaching the Flow of Time. - Frank Seide; Yangyang Shi; Morrie Doulaty; Yashesh Gaur; Junteng Jia; Chunyang Wu (INTERSPEECH, 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)

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 013; Frank Seide (ICASSP, 2025)

Efficient Streaming LLM for Speech Recognition. - Junteng Jia; Gil Keren; Wei Zhou; Egor Lakomkin; Xiaohui Zhang 007; Chunyang Wu; Frank Seide; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2025)

Transcribing and Translating, Fast and Slow: Joint Speech Translation and Recognition. - Niko Moritz; Ruiming Xie; Yashesh Gaur; Ke Li 023; Simone Merello; Zeeshan Ahmed; Frank Seide; Christian Fuegen (ICASSP, 2025)

Non-Monotonic Attention-based Read/Write Policy Learning for Simultaneous Translation. - Zeeshan Ahmed; Frank Seide; Zhe Liu; Rastislav Rabatin; Jáchym Kolár; Niko Moritz; Ruiming Xie; Simone Merello; Christian Fuegen (CoRR, 2025)

Overcoming Latency Bottlenecks in On-Device Speech Translation: A Cascaded Approach with Alignment-Based Streaming MT. - Zeeshan Ahmed; Frank Seide; Niko Moritz; Ju Lin; Ruiming Xie; Simone Merello; Zhe Liu; Christian Fuegen (CoRR, 2025)