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2020 – today
- 2024
[c76]Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide:
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition. ICASSP 2024: 11951-11955- [c75]Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer:
Effective Internal Language Model Training and Fusion for Factorized Transducer Model. ICASSP 2024: 12687-12691 - [i15]Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide:
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition. CoRR abs/2401.10411 (2024) - [i14]Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer:
Effective internal language model training and fusion for factorized transducer model. CoRR abs/2404.01716 (2024) - [i13]Frank Seide, Morrie Doulaty, Yangyang Shi, Yashesh Gaur, Junteng Jia, Chunyang Wu:
Speech ReaLLM - Real-time Streaming Speech Recognition with Multimodal LLMs by Teaching the Flow of Time. CoRR abs/2406.09569 (2024) - [i12]Rastislav Rabatin, Frank Seide, Ernie Chang:
Navigating the Minefield of MT Beam Search in Cascaded Streaming Speech Translation. CoRR abs/2407.11010 (2024) - [i11]Junteng Jia, Gil Keren, Wei Zhou, Egor Lakomkin, Xiaohui Zhang, Chunyang Wu, Frank Seide, Jay Mahadeokar, Ozlem Kalinli:
Efficient Streaming LLM for Speech Recognition. CoRR abs/2410.03752 (2024) - [i10]Niko Moritz, Ruiming Xie, Yashesh Gaur, Ke Li, Simone Merello, Zeeshan Ahmed, Frank Seide, Christian Fuegen:
Transcribing and Translating, Fast and Slow: Joint Speech Translation and Recognition. CoRR abs/2412.15415 (2024) - 2023
- [c74]Junteng Jia, Ke Li, Mani Malek, Kshitiz Malik, Jay Mahadeokar, Ozlem Kalinli, Frank Seide:
Joint Federated Learning and Personalization for on-Device ASR. ASRU 2023: 1-8 - [c73]Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer:
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers. ICASSP 2023: 1-5 - [c72]Ju Lin, Niko Moritz, Ruiming Xie, Kaustubh Kalgaonkar, Christian Fuegen, Frank Seide:
Directional Speech Recognition for Speaker Disambiguation and Cross-talk Suppression. INTERSPEECH 2023: 3522-3526 - [i9]Mei-Yuh Hwang, Yangyang Shi, Ankit Ramchandani, Guan Pang, Praveen Krishnan, Lucas Kabela, Frank Seide, Samyak Datta, Jun Liu:
DISGO: Automatic End-to-End Evaluation for Scene Text OCR. CoRR abs/2308.13173 (2023) - [i8]Tiantian Feng, Ju Lin, Yiteng Huang, Weipeng He, Kaustubh Kalgaonkar, Niko Moritz, Li Wan, Xin Lei, Ming Sun, Frank Seide:
Directional Source Separation for Robust Speech Recognition on Smart Glasses. CoRR abs/2309.10993 (2023) - 2022
- [c71]Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide:
Federated Domain Adaptation for ASR with Full Self-Supervision. INTERSPEECH 2022: 536-540 - [c70]Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen:
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. SLT 2022: 324-330 - [i7]Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide:
Federated Domain Adaptation for ASR with Full Self-Supervision. CoRR abs/2203.15966 (2022) - [i6]Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen:
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. CoRR abs/2204.08858 (2022) - [i5]Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer:
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers. CoRR abs/2211.00896 (2022)
2010 – 2019
- 2018
- [c69]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:
Marian: Fast Neural Machine Translation in C++. ACL (4) 2018: 116-121 - [i4]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:
Achieving Human Parity on Automatic Chinese to English News Translation. CoRR abs/1803.05567 (2018) - [i3]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:
Marian: Fast Neural Machine Translation in C++. CoRR abs/1804.00344 (2018) - 2017
- [j9]Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Michael L. Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig:
Toward Human Parity in Conversational Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25(12): 2410-2423 (2017) - [c68]Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig:
The microsoft 2016 conversational speech recognition system. ICASSP 2017: 5255-5259 - 2016
- [c67]Frank Seide, Amit Agarwal:
CNTK: Microsoft's Open-Source Deep-Learning Toolkit. KDD 2016: 2135 - [i2]Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig:
The Microsoft 2016 Conversational Speech Recognition System. CoRR abs/1609.03528 (2016) - [i1]Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig:
Achieving Human Parity in Conversational Speech Recognition. CoRR abs/1610.05256 (2016) - 2015
- [c66]Abdel-rahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn:
Deep bi-directional recurrent networks over spectral windows. ASRU 2015: 78-83 - 2014
- [c65]Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu:
On parallelizability of stochastic gradient descent for speech DNNS. ICASSP 2014: 235-239 - [c64]Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu:
1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs. INTERSPEECH 2014: 1058-1062 - [c63]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:
An introduction to computational networks and the computational network toolkit (invited talk). INTERSPEECH 2014 - 2013
- [j8]Dong Yu, Li Deng, Frank Seide:
The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition. IEEE Trans. Speech Audio Process. 21(2): 388-396 (2013) - [c62]Hang Su, Gang Li, Dong Yu, Frank Seide:
Error back propagation for sequence training of Context-Dependent Deep NetworkS for conversational speech transcription. ICASSP 2013: 6664-6668 - [c61]Dong Yu, Kaisheng Yao, Hang Su, Gang Li, Frank Seide:
KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition. ICASSP 2013: 7893-7897 - [c60]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:
Recent advances in deep learning for speech research at Microsoft. ICASSP 2013: 8604-8608 - [c59]Xinjian Zhang, Lijuan Wang, Gang Li, Frank Seide, Frank K. Soong:
A new language independent, photo-realistic talking head driven by voice only. INTERSPEECH 2013: 2743-2747 - [c58]Anthony Aue, Qin Gao, Hany Hassan, Xiaodong He, Gang Li, Nicholas Ruiz, Frank Seide:
MSR-FBK IWSLT 2013 SLT system description. IWSLT (Evaluation Campaign) 2013 - [c57]Dong Yu, Michael L. Seltzer, Jinyu Li, Jui-Ting Huang, Frank Seide:
Feature Learning in Deep Neural Networks - A Study on Speech Recognition Tasks. ICLR 2013 - 2012
- [c56]Dong Yu, Frank Seide, Gang Li, Li Deng:
Exploiting sparseness in deep neural networks for large vocabulary speech recognition. ICASSP 2012: 4409-4412 - [c55]Dong Yu, Frank Seide, Gang Li:
Conversational Speech Transcription Using Context-Dependent Deep Neural Networks. ICML 2012 - [c54]Dong Yu, Li Deng, Frank Seide:
Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks. INTERSPEECH 2012: 6-9 - [c53]Xie Chen, Adam Eversole, Gang Li, Dong Yu, Frank Seide:
Pipelined Back-Propagation for Context-Dependent Deep Neural Networks. INTERSPEECH 2012: 26-29 - [c52]Frank Seide, Sean McDirmid:
ClippyScript: A Programming Language for Multi-Domain Dialogue Systems. INTERSPEECH 2012: 242-245 - [c51]Kit Thambiratnam, Weiwu Zhu, Frank Seide:
Voice Activity Detection Using Speech Recognizer Feedback. INTERSPEECH 2012: 1492-1495 - [c50]Gang Li, Huifeng Zhu, Gong Cheng, Kit Thambiratnam, Behrooz Chitsaz, Dong Yu, Frank Seide:
Context-dependent Deep Neural Networks for audio indexing of real-life data. SLT 2012: 143-148 - [c49]Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong:
Adaptation of context-dependent deep neural networks for automatic speech recognition. SLT 2012: 366-369 - 2011
- [c48]Frank Seide, Gang Li, Xie Chen, Dong Yu:
Feature engineering in Context-Dependent Deep Neural Networks for conversational speech transcription. ASRU 2011: 24-29 - [c47]Timo Mertens, Kit Thambiratnam, Frank Seide:
Subword-based multi-span pronunciation adaptation for recognizing accented speech. ASRU 2011: 254-259 - [c46]Kishan Thambiratnam, Gang Li, Sha Meng, Frank Seide:
Leveraging the Web for automatically generating indexable and browsable keywords for speech files. ICASSP 2011: 4984-4987 - [c45]Frank Seide, Gang Li, Dong Yu:
Conversational Speech Transcription Using Context-Dependent Deep Neural Networks. INTERSPEECH 2011: 437-440 - 2010
- [c44]Qian Lin, Lie Lu, Christopher Weare, Frank Seide:
Music rhythm characterization with application to workout-mix generation. ICASSP 2010: 69-72 - [c43]Sha Meng, Kishan Thambiratnam, Yimeng Lin, Lifang Wang, Gang Li, Frank Seide:
Vocabulary and language model adaptation using just one speech file. ICASSP 2010: 5410-5413 - [c42]Frank Seide, Pei Zhao:
On using missing-feature theory with cepstral features - approximations to the multivariate integral. INTERSPEECH 2010: 2094-2097
2000 – 2009
- 2009
- [c41]Wenzhu Shen, Roger Peng Yu, Frank Seide, Ji Wu:
Automatic punctuation generation for speech. ASRU 2009: 586-589 - [c40]Linxing Xiao, Lie Lu, Frank Seide, Jie Zhou:
Learning a music similarity measure on automatic annotations with application to playlist generation. ICASSP 2009: 1885-1888 - [c39]R. Wallace, Kishan Thambiratnam, Frank Seide:
Unsupervised speaker adaptation for telephone call transcription. ICASSP 2009: 4393-4396 - [c38]Kishan Thambiratnam, Frank Seide:
Unsupervised lattice-based acoustic model adaptation for speaker-dependent conversational telephone speech transcription. INTERSPEECH 2009: 1611-1614 - [c37]Frank Seide, Kit Thambiratnam, Lie Lu, Roger Peng Yu:
Multimedia retrieval through indexing speech: an enterprise perspective. SSCS@MM 2009: 1-2 - 2008
- [j7]Xing Xie, Lie Lu, Menglei Jia, Hua Li, Frank Seide, Wei-Ying Ma:
Mobile Search With Multimodal Queries. Proc. IEEE 96(4): 589-601 (2008) - [c36]Lie Lu, Frank Seide:
Mobile ringtone search through query by humming. ICASSP 2008: 2157-2160 - [c35]Sha Meng, Peng Yu, Jia Liu, Frank Seide:
Fusing multiple systems into a compact lattice index for chinese spoken term detection. ICASSP 2008: 4345-4348 - [c34]Peng Yu, Yu Shi, Frank Seide:
Approximateword-lattice indexing with text indexers: Time-Anchored Lattice Expansion. ICASSP 2008: 5248-5251 - [c33]Yu Shi, Frank Seide, Frank K. Soong:
GPU-accelerated Gaussian clustering for fMPE discriminative training. INTERSPEECH 2008: 944-947 - [c32]Sha Meng, Jian Shao, Roger Peng Yu, Jia Liu, Frank Seide:
Addressing the out-of-vocabulary problem for large-scale Chinese spoken term detection. INTERSPEECH 2008: 2146-2149 - [c31]Jian Shao, Roger Peng Yu, Qingwei Zhao, Yonghong Yan, Frank Seide:
Towards vocabulary-independent speech indexing for large-scale repositories. INTERSPEECH 2008: 2150-2153 - [c30]Kishan Thambiratnam, Frank Seide:
Fragmented context-dependent syllable acoustic models. INTERSPEECH 2008: 2418-2421 - [c29]Frank Seide, Kishan Thambiratnam, Roger Peng Yu:
Word-lattice based spoken-document indexing with standard text indexers. SLT 2008: 293-296 - 2007
- [c28]Frank Seide, Peng Yu, Yu Shi:
Towards spoken-document retrieval for the enterprise: Approximate word-lattice indexing with text indexers. ASRU 2007: 629-634 - [c27]Sha Meng, Peng Yu, Frank Seide, Jia Liu:
A study of lattice-based spoken term detection for Chinese spontaneous speech. ASRU 2007: 635-640 - [c26]Peng Yu, Jie Xu, Guo-Liang Zhang, Yuchou Chang, Frank Seide:
A Hidden-State Maximum Entropy Model Forword Confidence Estimation. ICASSP (4) 2007: 785-788 - [c25]Kishan Thambiratnam, Frank Seide:
Learning spoken document similarity and recommendation using supervised probabilistic latent semantic analysis. INTERSPEECH 2007: 334-337 - [c24]C. E. Liu, Kishan Thambiratnam, Frank Seide:
Online vocabulary adaptation using limited adaptation data. INTERSPEECH 2007: 1821-1824 - 2006
- [c23]Peng Yu, Duo Zhang, Frank Seide:
Maximum Entropy Based Normalization Of Word Posteriors For Phonetic And Lvcsr Lattice Search. ICASSP (1) 2006: 965-968 - [c22]Zheng-Yu Zhou, Peng Yu, Ciprian Chelba, Frank Seide:
Towards Spoken-Document Retrieval for the Internet: Lattice Indexing For Large-Scale Web-Search Architectures. HLT-NAACL 2006 - [c21]Kishan Thambiratnam, Frank Seide, Peng Yu:
Discriminatively Trained spoken Document Similarity Models and their Application to Probabilistic Latent Semantic Analysis. SLT 2006: 42-45 - 2005
- [j6]Frank Seide:
The use of virtual hypothesis copies in decoding of large-vocabulary continuous speech. IEEE Trans. Speech Audio Process. 13(4): 520-533 (2005) - [j5]Peng Yu, Kaijiang Chen, Chengyuan Ma, Frank Seide:
Vocabulary-Independent Indexing of Spontaneous Speech. IEEE Trans. Speech Audio Process. 13(5-1): 635-643 (2005) - [c20]Peng Yu, Frank Seide:
Fast Two-Stage Vocabulary-Independent Search In Spontaneous Speech. ICASSP (1) 2005: 481-484 - [c19]Peng Yu, Kaijiang Chen, Lie Lu, Frank Seide:
Searching the Audio Notebook: Keyword Search in Recorded Conversation. HLT/EMNLP 2005: 947-954 - 2004
- [c18]Frank Seide, Peng Yu, Chengyuan Ma, Eric Chang:
Vocabulary-independent search in spontaneous speech. ICASSP (1) 2004: 253-256 - [c17]Peng Yu, Frank Torsten Bernd Seide:
A hybrid word / phoneme-based approach for improved vocabulary-independent search in spontaneous speech. INTERSPEECH 2004: 293-296 - 2003
- [c16]Jian-Lai Zhou, Frank Seide, Li Deng:
Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - model and training. ICASSP (1) 2003: 744-747 - [c15]Frank Seide, Jian-Lai Zhou, Li Deng:
Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - MAP decoding and evaluation. ICASSP (1) 2003: 748-751 - [c14]Peng Yu, Frank Seide, Chengyuan Ma, Eric Chang:
An improved model-based speaker segmentation system. INTERSPEECH 2003: 2025-2028 - 2002
- [j4]Eric Chang, Frank Seide, Helen M. Meng, Zhuoran Chen, Yu Shi, Yuk-Chi Li:
A system for spoken query information retrieval on mobile devices. IEEE Trans. Speech Audio Process. 10(8): 531-541 (2002) - 2001
- [c13]Nick J.-C. Wang, Sammy S.-M. Lee, Frank Seide, Lin-Shan Lee:
Rapid speaker adaptation using a priori knowledge by eigenspace analysis of MLLR parameters. ICASSP 2001: 345-348 - 2000
- [j3]Bernd Souvignier, Andreas Kellner, Bernhard Rueber, Hauke Schramm, Frank Seide:
The thoughtful elephant: strategies for spoken dialog systems. IEEE Trans. Speech Audio Process. 8(1): 51-62 (2000) - [c12]Hank Chang-Han Huang, Frank Seide:
Pitch tracking and tone features for Mandarin speech recognition. ICASSP 2000: 1523-1526 - [c11]Yuan-Fu Liao, Nick J.-C. Wang, Max Huang, Hank Huang, Frank Seide:
Improvements of the Philips 2000 Taiwan Mandarin benchmark system. INTERSPEECH 2000: 298-301 - [c10]Hsiao-Chuan Wang, Frank Seide, Chiu-yu Tseng, Lin-Shan Lee:
MAT-2000 - design, collection, and validation of a Mandarin 2000-speaker telephone speech database. INTERSPEECH 2000: 460-463 - [c9]Frank Seide, Nick J.-C. Wang:
Two-stream modeling of Mandarin tones. INTERSPEECH 2000: 867-870
1990 – 1999
- 1999
- [c8]Chiwei Che, Nick J.-C. Wang, Max Huang, Hank Huang, Frank Seide:
Development of the philips 1999 taiwan Mandarin benchmark system. EUROSPEECH 1999: 803-806 - 1998
- [c7]Frank Seide, Nick J.-C. Wang:
Phonetic Modelling In the Philips Chinese Continuous-Speech Recognition System. ISCSLP 1998 - 1997
- [j2]Andreas Kellner, Bernhard Rueber, Frank Seide, Bach-Hiep Tran:
PADIS - An automatic telephone switchboard and directory information system. Speech Commun. 23(1-2): 95-111 (1997) - [c6]Frank Seide, Andreas Kellner:
Towards an automated directory information system. EUROSPEECH 1997: 1327-1330 - 1996
- [c5]Frank Seide, Bernhard Rueber, Andreas Kellner:
Improving speech understanding by incorporating database constraints and dialogue history. ICSLP 1996: 1017-1020 - [c4]Stefan Ortmanns, Hermann Ney, Frank Seide, Ingo Lindam:
A comparison of time conditioned and word conditioned search techniques for large vocabulary speech recognition. ICSLP 1996: 2091-2094 - [c3]Bach-Hiep Tran, Frank Seide, Volker Steinbiss:
A word graph based n-best search in continuous speech recognition. ICSLP 1996: 2127-2130 - 1995
- [j1]Harald Aust, Martin Oerder, Frank Seide, Volker Steinbiss:
The Philips automatic train timetable information system. Speech Commun. 17(3-4): 249-262 (1995) - [c2]Frank Seide:
Fast likelihood computation for continuous-mixture densities using a tree-based nearest neighbor search. EUROSPEECH 1995: 1079-1083 - 1994
- [c1]Frank Seide, Alfred Mertins:
Non-linear regression based feature extraction for connected-word recognition in noise. ICASSP (2) 1994: 85-88
Coauthor Index
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