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Michael A. Picheny
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2020 – today
- 2023
[j25]Dong Yu
, Yifan Gong, Michael A. Picheny, Bhuvana Ramabhadran, Dilek Hakkani-Tür, Rohit Prasad, Heiga Zen, Jan Skoglund, Jan Honza Cernocký, Lukás Burget, Abdelrahman Mohamed:
Twenty-Five Years of Evolution in Speech and Language Processing. IEEE Signal Process. Mag. 40(5): 27-39 (2023)- [c125]Cal Peyser, Michael Picheny, Kyunghyun Cho, Rohit Prabhavalkar, W. Ronny Huang, Tara N. Sainath:
A Comparison of Semi-Supervised Learning Techniques for Streaming ASR at Scale. ICASSP 2023: 1-5 - [c124]Cal Peyser, Zhong Meng, Rohit Prabhavalkar, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho, Ke Hu:
Improving Joint Speech-Text Representations Without Alignment. INTERSPEECH 2023: 1354-1358 - [c123]Michael Picheny, Qin Yang, Daiheng Zhang, Lining Zhang:
The MALACH Corpus: Results with End-to-End Architectures and Pretraining. INTERSPEECH 2023: 5097-5101 - [i31]Cal Peyser, W. Ronny Huang, Tara N. Sainath, Rohit Prabhavalkar, Michael Picheny, Kyunghyun Cho:
Dual Learning for Large Vocabulary On-Device ASR. CoRR abs/2301.04327 (2023) - [i30]Cal Peyser, Michael Picheny, Kyunghyun Cho, Rohit Prabhavalkar, W. Ronny Huang, Tara N. Sainath:
A Comparison of Semi-Supervised Learning Techniques for Streaming ASR at Scale. CoRR abs/2304.11053 (2023) - [i29]Cal Peyser, Zhong Meng, Ke Hu, Rohit Prabhavalkar, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho:
Improving Joint Speech-Text Representations Without Alignment. CoRR abs/2308.06125 (2023) - 2022
- [c122]Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf:
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions. ICASSP 2022: 6162-6166 - [c121]Cal Peyser, W. Ronny Huang, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho:
Towards Disentangled Speech Representations. INTERSPEECH 2022: 3603-3607 - [c120]Cal Peyser, W. Ronny Huang, Tara N. Sainath, Rohit Prabhavalkar, Michael Picheny, Kyunghyun Cho:
Dual Learning for Large Vocabulary On-Device ASR. SLT 2022: 245-251 - [i28]Cal Peyser, W. Ronny Huang, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho:
Towards Disentangled Speech Representations. CoRR abs/2208.13191 (2022) - 2021
- [c119]Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie W. Boggust, Rameswar Panda, Brian Kingsbury, Rogério Feris, David Harwath, James R. Glass, Michael Picheny, Shih-Fu Chang:
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos. ICCV 2021: 7992-8001 - [c118]Andrew Rouditchenko, Angie W. Boggust, David Harwath, Brian Chen, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Hilde Kuehne, Rameswar Panda, Rogério Schmidt Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James R. Glass:
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos. Interspeech 2021: 1584-1588 - [c117]Andrew Rouditchenko, Angie W. Boggust, David Harwath, Samuel Thomas, Hilde Kuehne, Brian Chen, Rameswar Panda, Rogério Feris, Brian Kingsbury, Michael Picheny, James R. Glass:
Cascaded Multilingual Audio-Visual Learning from Videos. Interspeech 2021: 3006-3010 - [c116]Sujeong Cha, Wangrui Hou, Hyun Jung, My Phung, Michael Picheny, Hong-Kwang Jeff Kuo, Samuel Thomas, Edmilson da Silva Morais:
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs. Interspeech 2021: 4723-4727 - [i27]Jeffrey Tumminia, Amanda Kuznecov, Sophia Tsilerides, Ilana Weinstein, Brian McFee, Michael Picheny, Aaron R. Kaufman:
Diarization of Legal Proceedings. Identifying and Transcribing Judicial Speech from Recorded Court Audio. CoRR abs/2104.01304 (2021) - [i26]Xiangyun Chu, Elizabeth Combs, Amber Wang, Michael Picheny:
Accented Speech Recognition Inspired by Human Perception. CoRR abs/2104.04627 (2021) - [i25]Sujeong Cha, Wangrui Hou, Hyun Jung, My Phung, Michael Picheny, Hong-Kwang Kuo, Samuel Thomas, Edmilson da Silva Morais:
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs. CoRR abs/2104.05752 (2021) - [i24]Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie W. Boggust, Rameswar Panda, Brian Kingsbury, Rogério Schmidt Feris, David Harwath, James R. Glass, Michael Picheny, Shih-Fu Chang:
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos. CoRR abs/2104.12671 (2021) - [i23]Andrew Rouditchenko, Angie W. Boggust, David Harwath, Samuel Thomas, Hilde Kuehne, Brian Chen, Rameswar Panda, Rogério Feris, Brian Kingsbury, Michael Picheny, James R. Glass:
Cascaded Multilingual Audio-Visual Learning from Videos. CoRR abs/2111.04823 (2021) - [i22]Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf:
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions. CoRR abs/2111.09983 (2021) - 2020
- [j24]Xiaodong Cui, Wei Zhang, Ulrich Finkler, George Saon, Michael Picheny, David S. Kung:
Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition: A comparison of current training strategies. IEEE Signal Process. Mag. 37(3): 39-49 (2020) - [c115]Wei Zhang, Xiaodong Cui, Abdullah Kayi, Mingrui Liu, Ulrich Finkler, Brian Kingsbury, George Saon, Youssef Mroueh, Alper Buyuktosunoglu, Payel Das, David S. Kung, Michael Picheny:
Improving Efficiency in Large-Scale Decentralized Distributed Training. ICASSP 2020: 3022-3026 - [c114]Yinghui Huang, Hong-Kwang Kuo, Samuel Thomas, Zvi Kons, Kartik Audhkhasi, Brian Kingsbury, Ron Hoory, Michael Picheny:
Leveraging Unpaired Text Data for Training End-To-End Speech-to-Intent Systems. ICASSP 2020: 7984-7988 - [i21]Wei Zhang, Xiaodong Cui, Abdullah Kayi, Mingrui Liu, Ulrich Finkler, Brian Kingsbury, George Saon, Youssef Mroueh, Alper Buyuktosunoglu, Payel Das, David S. Kung, Michael Picheny:
Improving Efficiency in Large-Scale Decentralized Distributed Training. CoRR abs/2002.01119 (2020) - [i20]Xiaodong Cui, Wei Zhang, Ulrich Finkler, George Saon, Michael Picheny, David S. Kung:
Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition. CoRR abs/2002.10502 (2020) - [i19]Andrew Rouditchenko, Angie W. Boggust, David Harwath, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Rogério Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James R. Glass:
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos. CoRR abs/2006.09199 (2020) - [i18]Yinghui Huang, Hong-Kwang Kuo, Samuel Thomas, Zvi Kons, Kartik Audhkhasi, Brian Kingsbury, Ron Hoory, Michael Picheny:
Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems. CoRR abs/2010.04284 (2020)
2010 – 2019
- 2019
- [j23]Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel Hsu, Brian Kingsbury, Michael Picheny, Fei Sha:
Kernel Approximation Methods for Speech Recognition. J. Mach. Learn. Res. 20: 59:1-59:36 (2019) - [c113]George Saon, Zoltán Tüske, Kartik Audhkhasi, Brian Kingsbury, Michael Picheny, Samuel Thomas:
Simplified LSTMS for Speech Recognition. ASRU 2019: 547-553 - [c112]Yinghui Huang, Samuel Thomas, Masayuki Suzuki, Zoltán Tüske, Larry Sansone, Michael Picheny:
Semi-Supervised Training and Data Augmentation for Adaptation of Automatic Broadcast News Captioning Systems. ASRU 2019: 867-874 - [c111]Angie W. Boggust, Kartik Audhkhasi, Dhiraj Joshi, David Harwath, Samuel Thomas, Rogério Schmidt Feris, Danny Gutfreund, Yang Zhang, Antonio Torralba, Michael Picheny, James R. Glass:
Grounding Spoken Words in Unlabeled Video. CVPR Workshops 2019: 29-32 - [c110]Shane Settle, Kartik Audhkhasi, Karen Livescu, Michael Picheny:
Acoustically Grounded Word Embeddings for Improved Acoustics-to-word Speech Recognition. ICASSP 2019: 5641-5645 - [c109]Wei Zhang, Xiaodong Cui, Ulrich Finkler, Brian Kingsbury, George Saon, David S. Kung, Michael Picheny:
Distributed Deep Learning Strategies for Automatic Speech Recognition. ICASSP 2019: 5706-5710 - [c108]Leda Sari, Samuel Thomas, Mark Hasegawa-Johnson, Michael Picheny:
Pre-training of Speaker Embeddings for Low-latency Speaker Change Detection in Broadcast News. ICASSP 2019: 6286-6290 - [c107]Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltán Tüske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko:
English Broadcast News Speech Recognition by Humans and Machines. ICASSP 2019: 6455-6459 - [c106]Khoi-Nguyen C. Mac, Xiaodong Cui, Wei Zhang, Michael Picheny:
Large-Scale Mixed-Bandwidth Deep Neural Network Acoustic Modeling for Automatic Speech Recognition. INTERSPEECH 2019: 251-255 - [c105]Michael Picheny, Zoltán Tüske, Brian Kingsbury, Kartik Audhkhasi, Xiaodong Cui, George Saon:
Challenging the Boundaries of Speech Recognition: The MALACH Corpus. INTERSPEECH 2019: 326-330 - [c104]Xiaodong Cui, Michael Picheny:
Acoustic Model Optimization Based on Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition. INTERSPEECH 2019: 1581-1585 - [c103]Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost:
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. INTERSPEECH 2019: 1926-1930 - [c102]Kartik Audhkhasi, George Saon, Zoltán Tüske, Brian Kingsbury, Michael Picheny:
Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition. INTERSPEECH 2019: 2618-2622 - [c101]Wei Zhang, Xiaodong Cui, Ulrich Finkler, George Saon, Abdullah Kayi, Alper Buyuktosunoglu, Brian Kingsbury, David S. Kung, Michael Picheny:
A Highly Efficient Distributed Deep Learning System for Automatic Speech Recognition. INTERSPEECH 2019: 2628-2632 - [c100]Samuel Thomas, Kartik Audhkhasi, Zoltán Tüske, Yinghui Huang, Michael Picheny:
Detection and Recovery of OOVs for Improved English Broadcast News Captioning. INTERSPEECH 2019: 2973-2977 - [i17]Shane Settle, Kartik Audhkhasi, Karen Livescu, Michael Picheny:
Acoustically Grounded Word Embeddings for Improved Acoustics-to-Word Speech Recognition. CoRR abs/1903.12306 (2019) - [i16]Wei Zhang, Xiaodong Cui, Ulrich Finkler, Brian Kingsbury, George Saon, David S. Kung, Michael Picheny:
Distributed Deep Learning Strategies For Automatic Speech Recognition. CoRR abs/1904.04956 (2019) - [i15]Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltán Tüske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko:
English Broadcast News Speech Recognition by Humans and Machines. CoRR abs/1904.13258 (2019) - [i14]Xiaodong Cui, Michael Picheny:
Acoustic Model Optimization Based On Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition. CoRR abs/1907.04882 (2019) - [i13]Khoi-Nguyen C. Mac, Xiaodong Cui, Wei Zhang, Michael Picheny:
Large-Scale Mixed-Bandwidth Deep Neural Network Acoustic Modeling for Automatic Speech Recognition. CoRR abs/1907.04887 (2019) - [i12]Wei Zhang, Xiaodong Cui, Ulrich Finkler, George Saon, Abdullah Kayi, Alper Buyuktosunoglu, Brian Kingsbury, David S. Kung, Michael Picheny:
A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition. CoRR abs/1907.05701 (2019) - [i11]Michael Picheny, Zoltán Tüske, Brian Kingsbury, Kartik Audhkhasi, Xiaodong Cui, George Saon:
Challenging the Boundaries of Speech Recognition: The MALACH Corpus. CoRR abs/1908.03455 (2019) - [i10]Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost:
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. CoRR abs/1910.05115 (2019) - 2018
- [c99]Kartik Audhkhasi, Brian Kingsbury, Bhuvana Ramabhadran, George Saon, Michael Picheny:
Building Competitive Direct Acoustics-to-Word Models for English Conversational Speech Recognition. ICASSP 2018: 4759-4763 - [c98]Xiaodong Cui, Wei Zhang, Zoltán Tüske, Michael Picheny:
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks. NeurIPS 2018: 6051-6061 - [i9]Xiaodong Cui, Wei Zhang, Zoltán Tüske, Michael Picheny:
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks. CoRR abs/1810.06773 (2018) - 2017
- [j22]George Saon, Michael Picheny:
Recent advances in conversational speech recognition using convolutional and recurrent neural networks. IBM J. Res. Dev. 61(4-5): 1:1-1:10 (2017) - [j21]Kartik Audhkhasi, Andrew Rosenberg, George Saon, Abhinav Sethy, Bhuvana Ramabhadran, Stanley F. Chen, Michael Picheny:
Recent progress in deep end-to-end models for spoken language processing. IBM J. Res. Dev. 61(4-5): 2:1-2:10 (2017) - [j20]I-Hsin Chung, Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Vernon Austel, Upendra V. Chaudhari, Brian Kingsbury:
Parallel Deep Neural Network Training for Big Data on Blue Gene/Q. IEEE Trans. Parallel Distributed Syst. 28(6): 1703-1714 (2017) - [c97]Ewout van den Berg, Bhuvana Ramabhadran, Michael Picheny:
Training variance and performance evaluation of neural networks in speech. ICASSP 2017: 2287-2291 - [c96]Andrew Rosenberg, Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran, Michael Picheny:
End-to-end speech recognition and keyword search on low-resource languages. ICASSP 2017: 5280-5284 - [c95]George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall:
English Conversational Telephone Speech Recognition by Humans and Machines. INTERSPEECH 2017: 132-136 - [c94]Kartik Audhkhasi, Bhuvana Ramabhadran, George Saon, Michael Picheny, David Nahamoo:
Direct Acoustics-to-Word Models for English Conversational Speech Recognition. INTERSPEECH 2017: 959-963 - [i8]Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel J. Hsu, Brian Kingsbury, Michael Picheny, Fei Sha:
Kernel Approximation Methods for Speech Recognition. CoRR abs/1701.03577 (2017) - [i7]George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall:
English Conversational Telephone Speech Recognition by Humans and Machines. CoRR abs/1703.02136 (2017) - [i6]Kartik Audhkhasi, Bhuvana Ramabhadran, George Saon, Michael Picheny, David Nahamoo:
Direct Acoustics-to-Word Models for English Conversational Speech Recognition. CoRR abs/1703.07754 (2017) - [i5]Kartik Audhkhasi, Brian Kingsbury, Bhuvana Ramabhadran, George Saon, Michael Picheny:
Building competitive direct acoustics-to-word models for English conversational speech recognition. CoRR abs/1712.03133 (2017) - 2016
- [c93]Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha:
A comparison between deep neural nets and kernel acoustic models for speech recognition. ICASSP 2016: 5070-5074 - [c92]David Haws, Dimitrios Dimitriadis, George Saon, Samuel Thomas, Michael Picheny:
On the importance of event detection for ASR. ICASSP 2016: 5705-5709 - [i4]Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha:
A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition. CoRR abs/1603.05800 (2016) - [i3]Ewout van den Berg, Bhuvana Ramabhadran, Michael Picheny:
Training variance and performance evaluation of neural networks in speech. CoRR abs/1606.04521 (2016) - 2015
- [c91]Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, Abhinav Sethy, Kartik Audhkhasi, Xiaodong Cui, Ellen Kislal, Lidia Mangu, Markus Nußbaum-Thom, Michael Picheny, Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney, Mark J. F. Gales, Kate M. Knill, Anton Ragni, Haipeng Wang, Philip C. Woodland:
Multilingual representations for low resource speech recognition and keyword search. ASRU 2015: 259-266 - [c90]Lidia Mangu, George Saon, Michael Picheny, Brian Kingsbury:
Order-free spoken term detection. ICASSP 2015: 5331-5335 - [c89]George Saon, Hong-Kwang Jeff Kuo, Steven J. Rennie, Michael Picheny:
The IBM 2015 English conversational telephone speech recognition system. INTERSPEECH 2015: 3140-3144 - [i2]George Saon, Hong-Kwang Jeff Kuo, Steven J. Rennie, Michael Picheny:
The IBM 2015 English Conversational Telephone Speech Recognition System. CoRR abs/1505.05899 (2015) - 2014
- [c88]Lidia Mangu, Brian Kingsbury, Hagen Soltau, Hong-Kwang Kuo, Michael Picheny:
Efficient spoken term detection using confusion networks. ICASSP 2014: 7844-7848 - [c87]George Saon, Hagen Soltau, Ahmad Emami, Michael Picheny:
Unfolded recurrent neural networks for speech recognition. INTERSPEECH 2014: 343-347 - [c86]Tara N. Sainath, I-Hsin Chung, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Brian Kingsbury, George Saon, Vernon Austel, Upendra V. Chaudhari:
Parallel deep neural network training for LVCSR tasks using blue gene/Q. INTERSPEECH 2014: 1048-1052 - [c85]I-Hsin Chung, Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Vernon Austel, Upendra V. Chaudhari, Brian Kingsbury:
Parallel Deep Neural Network Training for Big Data on Blue Gene/Q. SC 2014: 745-753 - [i1]Zhiyun Lu, Avner May, Kuan Liu, Alireza Bagheri Garakani, Dong Guo, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha:
How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets. CoRR abs/1411.4000 (2014) - 2013
- [c84]George Saon, Hagen Soltau, David Nahamoo, Michael Picheny:
Speaker adaptation of neural network acoustic models using i-vectors. ASRU 2013: 55-59 - [c83]Jia Cui, Xiaodong Cui, Bhuvana Ramabhadran, Janice Kim, Brian Kingsbury, Jonathan Mamou, Lidia Mangu, Michael Picheny, Tara N. Sainath, Abhinav Sethy:
Developing speech recognition systems for corpus indexing under the IARPA Babel program. ICASSP 2013: 6753-6757 - [c82]Jonathan Mamou, Jia Cui, Xiaodong Cui, Mark J. F. Gales, Brian Kingsbury, Kate M. Knill, Lidia Mangu, David Nolden, Michael Picheny, Bhuvana Ramabhadran, Ralf Schlüter, Abhinav Sethy, Philip C. Woodland:
System combination and score normalization for spoken term detection. ICASSP 2013: 8272-8276 - [c81]Brian Kingsbury, Jia Cui, Xiaodong Cui, Mark J. F. Gales, Kate M. Knill, Jonathan Mamou, Lidia Mangu, David Nolden, Michael Picheny, Bhuvana Ramabhadran, Ralf Schlüter, Abhinav Sethy, Philip C. Woodland:
A high-performance Cantonese keyword search system. ICASSP 2013: 8277-8281 - 2012
- [j19]Upendra V. Chaudhari, Michael Picheny:
Matching Criteria for Vocabulary-Independent Search. IEEE Trans. Speech Audio Process. 20(5): 1633-1643 (2012) - 2011
- [j18]Michael Picheny, David Nahamoo, Vaibhava Goel, Brian Kingsbury, Bhuvana Ramabhadran, Steven J. Rennie, George Saon:
Trends and advances in speech recognition. IBM J. Res. Dev. 55(5): 2 (2011) - [j17]Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, David Nahamoo, Dimitri Kanevsky:
Exemplar-Based Sparse Representation Features: From TIMIT to LVCSR. IEEE ACM Trans. Audio Speech Lang. Process. 19(8): 2598-2613 (2011) - [c80]Abdel-rahman Mohamed, Tara N. Sainath, George E. Dahl, Bhuvana Ramabhadran, Geoffrey E. Hinton, Michael A. Picheny:
Deep Belief Networks using discriminative features for phone recognition. ICASSP 2011: 5060-5063 - [e1]David Nahamoo, Michael Picheny:
2011 IEEE Workshop on Automatic Speech Recognition & Understanding, ASRU 2011, Waikoloa, HI, USA, December 11-15, 2011. IEEE 2011, ISBN 978-1-4673-0365-1 [contents] - 2010
- [c79]Yingxin Pan, Danning Jiang, Lin Yao, Michael Picheny, Yong Qin:
Effects of automated transcription quality on non-native speakers' comprehension in real-time computer-mediated communication. CHI 2010: 1725-1734
2000 – 2009
- 2009
- [c78]Upendra V. Chaudhari, Michael Picheny:
Articulatory feature detection with Support Vector Machines for integration into ASR and phone recognition. ASRU 2009: 93-98 - [c77]Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny:
An exploration of large vocabulary tools for small vocabulary phonetic recognition. ASRU 2009: 359-364 - [c76]Upendra V. Chaudhari, Michael Picheny:
Improved vocabulary independent search with approximate match based on Conditional Random Fields. ASRU 2009: 416-420 - [c75]Yingxin Pan, Danning Jiang, Michael Picheny, Yong Qin:
Effects of real-time transcription on non-native speaker's comprehension in computer-mediated communications. CHI 2009: 2353-2356 - [c74]Osamuyimen Stewart, Michael Picheny, David M. Lubensky, Bhuvana Ramabhadran:
Cultural voice markers in speech-to-speech machine translation systems. IWIC 2009: 313-316 - 2007
- [c73]George Saon, Michael Picheny:
Lattice-based Viterbi decoding techniques for speech translation. ASRU 2007: 386-389 - [c72]Upendra V. Chaudhari, Michael Picheny:
Improvements in phone based audio search via constrained match with high order confusion estimates. ASRU 2007: 665-670 - [c71]Danning Jiang, Michael Picheny, Yong Qin:
Voice-Melody Transcription Under a Speech Recognition Framework. ICASSP (4) 2007: 617-620 - 2006
- [j16]Liang Gu, Yuqing Gao, Fu-Hua Liu, Michael Picheny:
Concept-based speech-to-speech translation using maximum entropy models for statistical natural concept generation. IEEE Trans. Speech Audio Process. 14(2): 377-392 (2006) - [j15]John F. Pitrelli, Raimo Bakis, Ellen Eide, Raul Fernandez, Wael Hamza, Michael A. Picheny:
The IBM expressive text-to-speech synthesis system for American English. IEEE Trans. Speech Audio Process. 14(4): 1099-1108 (2006) - [c70]Ellen Eide, Raul Fernandez, Ron Hoory, Wael Hamza, Zvi Kons, Michael Picheny, Ariel Sagi, Slava Shechtman, Zhiwei Shuang:
The IBM Submission to the 2006 Blizzard Text-to-Speech Challenge. Blizzard Challenge 2006 - [c69]Ellen Eide, Michael Picheny:
Towards Pooled-Speaker Concatenative Text-to-Speech. ICASSP (1) 2006: 73-76 - 2005
- [j14]Hakan Erdogan, Ruhi Sarikaya, Stanley F. Chen, Yuqing Gao, Michael Picheny:
Using semantic analysis to improve speech recognition performance. Comput. Speech Lang. 19(3): 321-343 (2005) - [j13]Ruhi Sarikaya, Yuqing Gao, Michael Picheny, Hakan Erdogan:
Semantic confidence measurement for spoken dialog systems. IEEE Trans. Speech Audio Process. 13(4): 534-545 (2005) - [c68]Raul Fernandez, Wei Zhang, Ellen Eide, Raimo Bakis, Wael Hamza, Yi Liu, Michael Picheny, John F. Pitrelli, Yong Qing, Zhiwei Shuang, Li Qin Shen:
Toward multiple-language TTS: experiments in English and Mandarin. INTERSPEECH 2005: 1473-1476 - 2004
- [j12]Geoffrey Zweig, Michael Picheny:
Advances in Large Vocabulary Continuous Speech Recognition. Adv. Comput. 60: 249-291 (2004) - [j11]Fu-Hua Liu, Liang Gu, Yuqing Gao, Michael Picheny:
Applications of Language Modeling in Speech-To-Speech Translation. Int. J. Speech Technol. 7(2-3): 221-229 (2004) - [j10]William Byrne, David S. Doermann, Martin Franz, Samuel Gustman, Jan Hajic, Douglas W. Oard, Michael Picheny, Josef Psutka, Bhuvana Ramabhadran, Dagobert Soergel, Todd Ward, Wei-Jing Zhu:
Automatic recognition of spontaneous speech for access to multilingual oral history archives. IEEE Trans. Speech Audio Process. 12(4): 420-435 (2004) - [c67]Wael Hamza, Ellen Eide, Raimo Bakis, Michael Picheny, John F. Pitrelli:
The IBM expressive speech synthesis system. INTERSPEECH 2004: 2577-2580 - [c66]Ruhi Sarikaya, Yuqing Gao, Michael Picheny:
A Comparison of Rule-Based and Statistical Methods for Semantic Language Modeling and Confidence Measurement. HLT-NAACL (Short Papers) 2004 - [c65]Ellen Eide, Andrew Aaron, Raimo Bakis, Wael Hamza, Michael A. Picheny, John F. Pitrelli:
A corpus-based approach to expressive speech synthesis. SSW 2004: 79-84 - 2003
- [c64]Bhuvana Ramabhadran, Jing Huang, Michael Picheny:
Towards automatic transcription of large spoken archives - English ASR for the MALACH project. ICASSP (1) 2003: 216-219 - [c63]Ruhi Sarikaya, Yuqing Gao, Michael Picheny:
Word level confidence measurement using semantic features. ICASSP (1) 2003: 604-607 - [c62]Fu-Hua Liu, Liang Gu, Yuqing Gao, Michael Picheny:
Use of statistical N-gram models in natural language generation for machine translation. ICASSP (1) 2003: 636-639 - [c61]Ellen Eide, Andrew Aaron, Raimo Bakis, Paul S. Cohen, Robert E. Donovan, Wael Hamza, T. Mathes, Michael Picheny, M. Polkosky, M. Smith, Mahesh Viswanathan:
Recent improvements to the IBM trainable speech synthesis system. ICASSP (1) 2003: 708-711 - [c60]Martin Franz, Bhuvana Ramabhadran, Todd Ward, Michael Picheny:
Automated transcription and topic segmentation of large spoken archives. INTERSPEECH 2003: 953-956 - [c59]Brian Kingsbury, Lidia Mangu, George Saon, Geoffrey Zweig, Scott Axelrod, Vaibhava Goel, Karthik Visweswariah, Michael Picheny:
Toward domain-independent conversational speech recognition. INTERSPEECH 2003: 1881-1884 - [c58]Liang Gu, Yuqing Gao, Michael Picheny:
Improving statistical natural concept generation in interlingua-based speech-to-speech translation. INTERSPEECH 2003: 2769-2772 - [c57]Fu-Hua Liu, Yuqing Gao, Liang Gu, Michael Picheny:
Noise robustness in speech to speech translation. INTERSPEECH 2003: 2797-2800 - 2002
- [j9]Mukund Padmanabhan, Michael Picheny:
Large-Vocabulary Speech Recognition Algorithms. Computer 35(4): 42-50 (2002) - [j8]Yuqing Gao, Bowen Zhou, Zijian Diao, Jeffrey S. Sorensen, Michael Picheny:
MARS: A Statistical Semantic Parsing and Generation-Based Multilingual Automatic tRanslation System. Mach. Transl. 17(3): 185-212 (2002) - [c56]Ruhi Sarikaya, Yuqing Gao, Hakan Erdogan, Michael Picheny:
Turn-Based Language Modeling for spoken dialog systems. ICASSP 2002: 781-784 - [c55]Hakan Erdogan, Ruhi Sarikaya, Yuqing Gao, Michael Picheny:
Semantic structured language models. INTERSPEECH 2002: 933-936 - [c54]Bowen Zhou, Yuqing Gao, Jeffrey S. Sorensen, Zijian Diao, Michael Picheny:
Statistical natural language generation for speech-to-speech machine translation systems. INTERSPEECH 2002: 1897-1900 - [c53]Samuel Gustman, Dagobert Soergel, Douglas W. Oard, William J. Byrne, Michael Picheny, Bhuvana Ramabhadran, Douglas Greenberg:
Supporting access to large digital oral history archives. JCDL 2002: 18-27 - [c52]Douglas W. Oard, Dina Demner-Fushman, Jan Hajic, Bhuvana Ramabhadran, Samuel Gustman, William J. Byrne, Dagobert Soergel, Bonnie J. Dorr, Philip Resnik, Michael Picheny:
Cross-Language Access to Recorded Speech in the MALACH Project. TSD 2002: 57-64 - 2001
- [c51]Yuqing Gao, Bhuvana Ramabhadran, C. Julian Chen, Hakan Erdogan, Michael Picheny:
Innovative approaches for large vocabulary name recognition. ICASSP 2001: 53-56 - [c50]Hakan Erdogan, Yuqing Gao, Michael Picheny:
Rapid adaptation using penalized-likelihood methods. ICASSP 2001: 333-336 - [c49]Andrew Aaron, Scott Saobing Chen, Paul S. Cohen, Satya Dharanipragada, Ellen Eide, Martin Franz, Jean-Michel LeRoux, X. Luo, Benoît Maison, Lidia Mangu, T. Mathes, Miroslav Novak, Peder A. Olsen, Michael Picheny, Harry Printz, Bhuvana Ramabhadran, Andrej Sakrajda, George Saon, Borivoj Tydlitát, Karthik Visweswariah, D. Yuk:
Speech recognition for DARPA Communicator. ICASSP 2001: 489-492 - [c48]Yuqing Gao, Hakan Erdogan, Yongxin Li, Vaibhava Goel, Michael Picheny:
Recent advances in speech recognition system for IBM DARPA communicator. INTERSPEECH 2001: 503-506 - [c47]Robert E. Donovan, Abraham Ittycheriah, Martin Franz, Bhuvana Ramabhadran, Ellen Eide, Mahesh Viswanathan, Raimo Bakis, Wael Hamza, Michael A. Picheny, P. Gleason, T. Rutherfoord, P. Cox, D. Green, Eric Janke, S. Revelin, Claire Waast, B. Zeller, C. Guenther, J. Kunzmann:
Current status of the IBM Trainable Speech Synthesis System. SSW 2001: 207 - 2000
- [c46]Anuradha Aiyer, Mark J. F. Gales, Michael A. Picheny:
Rapid likelihood calculation of subspace clustered Gaussian components. ICASSP 2000: 1519-1522 - [c45]Yuqing Gao, Yongxin Li, Michael Picheny:
Maximal rank likelihood as an optimization function for speech recognition. INTERSPEECH 2000: 125-128 - [c44]Karthik Visweswariah, Harry Printz, Michael Picheny:
Impact of bucketing on performance of linearly interpolated language models. INTERSPEECH 2000: 178-181 - [c43]Miroslav Novak, Michael Picheny:
Speed improvement of the tree-based time asynchronous search. INTERSPEECH 2000: 334-337 - [c42]Michael A. Picheny:
Heredity and environment in speech recognition: the role of a priori information vs. data. INTERSPEECH 2000: 429-433 - [c41]Bhuvana Ramabhadran, Yuqing Gao, Michael Picheny:
Dynamic selection of feature spaces for robust speech recognition. INTERSPEECH 2000: 913-916
1990 – 1999
- 1999
- [c40]Yuqing Gao, Ea-Ee Jan, Mukund Padmanabhan, Michael Picheny:
HMM training based on quality measurement. ICASSP 1999: 129-132 - [c39]Miroslav Novak, Michael Picheny:
Speed improvement of the time-asynchronous acoustic fast match. EUROSPEECH 1999 - [c38]Peter V. de Souza, Bhuvana Ramabhadran, Yuqing Gao, Michael Picheny:
Enhanced likelihood computation using regression. EUROSPEECH 1999: 1699-1702 - 1998
- [j7]Mukund Padmanabhan, Lalit R. Bahl, David Nahamoo, Michael A. Picheny:
Speaker clustering and transformation for speaker adaptation in speech recognition systems. IEEE Trans. Speech Audio Process. 6(1): 71-77 (1998) - [c37]Subrata K. Das, Don Nix, Michael Picheny:
Improvements in children's speech recognition performance. ICASSP 1998: 433-436 - [c36]Ea-Ee Jan, Raimo Bakis, Fu-Hua Liu, Michael Picheny:
Telephone band LVCSR for hearing-impaired users. ICSLP 1998 - [c35]Qiguang Lin, Subrata K. Das, David M. Lubensky, Michael Picheny:
A new confidence measure based on rank-ordering subphone scores. ICSLP 1998 - [c34]Fu-Hua Liu, Michael Picheny:
On variable sampling frequencies in speech recognition. ICSLP 1998 - 1997
- [c33]Qiguang Lin, David M. Lubensky, Michael Picheny, P. Srinivasa Rao:
Key-phrase spotting using an integrated language model of n-grams and finite-state grammar. EUROSPEECH 1997: 255-258 - [c32]C. Julian Chen, Ramesh A. Gopinath, Michael D. Monkowski, Michael A. Picheny, Katherine Shen:
New methods in continuous Mandarin speech recognition. EUROSPEECH 1997: 1543-1546 - [c31]Yuqing Gao, Mukund Padmanabhan, Michael Picheny:
Speaker adaptation based on pre-clustering training speakers. EUROSPEECH 1997: 2091-2094 - 1996
- [c30]Fu-Hua Liu, Michael Picheny, Patibandla Srinivasa, Michael D. Monkowski, C. Julian Chen:
Speech recognition on Mandarin Call Home: a large-vocabulary, conversational, and telephone speech corpus. ICASSP 1996: 157-160 - [c29]Mukund Padmanabhan, Lalit R. Bahl, David Nahamoo, Michael A. Picheny:
Speaker clustering and transformation for speaker adaptation in large-vocabulary speech recognition systems. ICASSP 1996: 701-704 - 1995
- [c28]Lalit R. Bahl, S. Balakrishnan-Aiyer, Jerome R. Bellegarda, Martin Franz, P. S. Gopalakrishnan, David Nahamoo, Miroslav Novak, Mukund Padmanabhan, Michael A. Picheny, Salim Roukos:
Performance of the IBM large vocabulary continuous speech recognition system on the ARPA Wall Street Journal task. ICASSP 1995: 41-44 - [c27]Michael D. Monkowski, Michael A. Picheny, P. Srinivasa Rao:
Context dependent phonetic duration models for decoding conversational speech. ICASSP 1995: 528-531 - [c26]Jerome R. Bellegarda, Peter V. de Souza, David Nahamoo, Mukund Padmanabhan, Michael A. Picheny, Lalit R. Bahl:
Experiments using data augmentation for speaker adaptation. ICASSP 1995: 692-695 - 1994
- [j6]Dimitry Rtischev, David Nahamoo, Michael Picheny:
Speaker adaptation via VQ prototype modification. IEEE Trans. Speech Audio Process. 2(1): 94-97 (1994) - [j5]Jerome R. Bellegarda, Peter V. de Souza, Arthur Nádas, David Nahamoo, Michael A. Picheny, Lalit R. Bahl:
The metamorphic algorithm: a speaker mapping approach to data augmentation. IEEE Trans. Speech Audio Process. 2(3): 413-420 (1994) - [c25]Subrata K. Das, Arthur Nádas, David Nahamoo, Michael Picheny:
Adaptation techniques for ambience and microphone compensation in the IBM Tangora speech recognition system. ICASSP (1) 1994: 21-24 - [c24]Ponani S. Gopalakrishnan, David Nahamoo, Mukund Padmanabhan, Michael A. Picheny:
A channel-bank-based phone detection strategy. ICASSP (2) 1994: 161-164 - [c23]Lalit R. Bahl, Peter V. de Souza, Ponani S. Gopalakrishnan, David Nahamoo, Michael A. Picheny:
Robust methods for using context-dependent features and models in a continuous speech recognizer. ICASSP (1) 1994: 533-536 - 1993
- [j4]Lalit R. Bahl, Jerome R. Bellegarda, Peter V. de Souza, P. S. Gopalakrishnan, David Nahamoo, Michael A. Picheny:
Multonic Markov word models for large vocabulary continuous speech recognition. IEEE Trans. Speech Audio Process. 1(3): 334-344 (1993) - [j3]Lalit R. Bahl, Peter F. Brown, Peter V. de Souza, Robert L. Mercer, Michael A. Picheny:
A method for the construction of acoustic Markov models for words. IEEE Trans. Speech Audio Process. 1(4): 443-452 (1993) - [c22]Subrata K. Das, Raimo Bakis, Arthur Nádas, David Nahamoo, Michael Picheny:
Influence of background noise and microphone on the performance of the IBM Tangora speech recognition system. ICASSP (2) 1993: 71-74 - [c21]Lalit R. Bahl, Peter V. de Souza, P. S. Gopalakrishnan, Michael A. Picheny:
Context dependent vector quantization for continuous speech recognition. ICASSP (2) 1993: 632-635 - [c20]Jerome R. Bellegarda, Peter V. de Souza, David Nahamoo, Michael A. Picheny, Lalit R. Bahl:
A supervised approach to the construction of context-sensitive acoustic prototypes. ICASSP (2) 1993: 644-647 - [c19]Lalit R. Bahl, Peter V. de Souza, P. S. Gopalakrishnan, David Nahamoo, Michael Picheny:
Word lookahead scheme for cross-word right context models in a stack decoder. EUROSPEECH 1993: 851-854 - 1992
- [c18]Lalit R. Bahl, Peter V. de Souza, P. S. Gopalakrishnan, David Nahamoo, Michael A. Picheny:
A fast match for continuous speech recognition using allophonic models. ICASSP 1992: 17-20 - [c17]Jerome R. Bellegarda, Peter V. de Souza, Arthur Nádas, David Nahamoo, Michael A. Picheny, Lalit R. Bahl:
Robust speaker adaptation using a piecewise linear acoustic mapping. ICASSP 1992: 445-448 - [c16]Lalit R. Bahl, Peter V. de Souza, David Nahamoo, Michael A. Picheny, Salim Roukos:
Adaptation of large vocabulary recognition system parameters. ICASSP 1992: 477-480 - 1991
- [c15]Lalit R. Bahl, Subrata K. Das, Peter DeSouza, M. Epstein, Robert L. Mercer, Bernard Mérialdo, David Nahamoo, Michael A. Picheny, J. Powell:
Automatic phonetic baseform determination. ICASSP 1991: 173-176 - [c14]Lalit R. Bahl, Jerome R. Bellegarda, Peter V. de Souza, P. S. Gopalakrishnan, David Nahamoo, Michael A. Picheny:
A new class of fenonic Markov word models for large vocabulary continuous speech recognition. ICASSP 1991: 177-180 - [c13]Lalit R. Bahl, Peter V. de Souza, P. S. Gopalakrishnan, David Nahamoo, Michael A. Picheny:
Decision trees for phonological rules in continuous speech. ICASSP 1991: 185-188 - [c12]Arthur Nádas, David Nahamoo, Michael Picheny, J. Powell:
An iterative 'flip-flop' approximation of the most informative split in the construction of decision trees. ICASSP 1991: 565-568 - [c11]Lalit R. Bahl, Peter V. de Souza, P. S. Gopalakrishnan, David Nahamoo, Michael Picheny:
Context Dependent Modeling of Phones in Continuous Speech Using Decision Trees. HLT 1991 - 1990
- [c10]Lalit R. Bahl, Subrata K. Das, Peter DeSouza, M. Epstein, Robert L. Mercer, Bernard Mérialdo, David Nahamoo, Michael Picheny, J. Powell:
Automatic Phonetic Baseform Determination. HLT 1990
1980 – 1989
- 1989
- [j2]Arthur Nádas, David Nahamoo, Michael A. Picheny:
Speech recognition using noise-adaptive prototypes. IEEE Trans. Acoust. Speech Signal Process. 37(10): 1495-1503 (1989) - [c9]Lalit R. Bahl, Raimo Bakis, Jerome R. Bellegarda, Peter F. Brown, David Burshtein, Subrata K. Das, Peter V. de Souza, P. S. Gopalakrishnan, Frederick Jelinek, Dimitri Kanevsky, Robert L. Mercer, Arthur Nádas, David Nahamoo, Michael A. Picheny:
Large vocabulary natural language continuous speech recognition. ICASSP 1989: 465-467 - 1988
- [j1]Arthur Nádas, David Nahamoo, Michael A. Picheny:
On a model-robust training method for speech recognition. IEEE Trans. Acoust. Speech Signal Process. 36(9): 1432-1436 (1988) - [c8]P. S. Gopalakrishnan, Dimitri Kanevsky, Arthur Nádas, David Nahamoo, Michael A. Picheny:
Decoder selection based on cross-entropies. ICASSP 1988: 20-23 - [c7]Lalit R. Bahl, Peter F. Brown, Peter V. de Souza, Robert L. Mercer, Michael A. Picheny:
Acoustic Markov models used in the Tangora speech recognition system. ICASSP 1988: 497-500 - [c6]Arthur Nádas, David Nahamoo, Michael A. Picheny:
Speech recognition using noise-adaptive prototypes. ICASSP 1988: 517-520 - [c5]Arthur Nádas, David Nahamoo, Michael A. Picheny:
Adaptive labeling: normalization of speech by adaptive transformations based on vector quantization. ICASSP 1988: 521-524 - 1987
- [c4]Amir Averbuch, Lalit R. Bahl, Raimo Bakis, Peter F. Brown, Gregg Daggett, S. Das, Ken Davies, Steven V. De Gennaro, Peter V. de Souza, E. Epstein, D. Fraleigh, Frederick Jelinek, B. Lewis, Robert L. Mercer, J. Moorhead, Arthur Nádas, David Nahamoo, Michael Picheny, G. Shichman, P. Spinelli, Dirk Van Compernolle, H. Wilkens:
Experiments with the Tangora 20, 000 word speech recognizer. ICASSP 1987: 701-704 - 1986
- [c3]Amir Averbuch, Lalit R. Bahl, Raimo Bakis, Peter F. Brown, A. G. Cole, Gregg Daggett, Subrata K. Das, Ken Davies, S. DeGennaro, Peter V. de Souza, E. Epstein, D. Fraleigh, Frederick Jelinek, Slava M. Katz, B. Lewis, Robert L. Mercer, Arthur Nádas, David Nahamoo, Michael Picheny, G. Shichman, P. Spinelli:
An IBM PC based large-vocabulary isolated-utterance speech recognizer. ICASSP 1986: 53-56 - 1984
- [c2]Lalit R. Bahl, Subrata K. Das, Peter V. de Souza, Frederick Jelinek, Slava M. Katz, Robert L. Mercer, Michael A. Picheny:
Some experiments with large-vocabulary isolated-word sentence recognition. ICASSP 1984: 395-396 - 1983
- [c1]Lalit R. Bahl, A. G. Cole, Frederick Jelinek, Robert L. Mercer, Arthur Nádas, David Nahamoo, Michael Picheny:
Recognition of isolated-word sentences from a 5000-word vocabulary office correspondence task. ICASSP 1983: 1065-1067
Coauthor Index
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