Hynek Hermansky

ORCID

Publication Activity (10 Years)

Years Active: 1983-2023
Publications (10 Years): 39

Top Venues

Publications

Samik Sadhu, Hynek Hermansky
Self-supervised Learning with Speech Modulation Dropout. CoRR (2023)
Martin Sustek, Samik Sadhu, Lukás Burget, Hynek Hermansky, Jesus Villalba, Laureano Moro-Velázquez, Najim Dehak
Stabilized training of joint energy-based models and their practical applications. CoRR (2023)
Samik Sadhu, Hynek Hermansky
Importance of Different Temporal Modulations of Speech: a Tale of two Perspectives. ICASSP (2023)
Samik Sadhu, Hynek Hermansky
Blind Signal Dereverberation for Machine Speech Recognition. CoRR (2022)
Samik Sadhu, Hynek Hermansky
Complex Frequency Domain Linear Prediction: A Tool to Compute Modulation Spectrum of Speech. INTERSPEECH (2022)
Martin Sustek, Samik Sadhu, Hynek Hermansky
Dealing with Unknowns in Continual Learning for End-to-end Automatic Speech Recognition. INTERSPEECH (2022)
Samik Sadhu, Hynek Hermansky
Importance of Different Temporal Modulations of Speech: A Tale of Two Perspectives. CoRR (2022)
Samik Sadhu, Hynek Hermansky
Complex Frequency Domain Linear Prediction: A Tool to Compute Modulation Spectrum of Speech. CoRR (2022)
Samik Sadhu, Hynek Hermansky
Radically Old Way of Computing Spectra: Applications in End-to-End ASR. CoRR (2021)
Samik Sadhu, Hynek Hermansky
Radically Old Way of Computing Spectra: Applications in End-to-End ASR. Interspeech (2021)
Ruizhi Li, Gregory Sell, Hynek Hermansky
Two-Stage Augmentation and Adaptive CTC Fusion for Improved Robustness of Multi-Stream end-to-end ASR. SLT (2021)
Ruizhi Li, Gregory Sell, Hynek Hermansky
Two-Stage Augmentation and Adaptive CTC Fusion for Improved Robustness of Multi-Stream End-to-End ASR. CoRR (2021)
Pegah Ghahramani, Hossein Hadian, Daniel Povey, Hynek Hermansky, Sanjeev Khudanpur
An Alternative to MFCCs for ASR. INTERSPEECH (2020)
Ruizhi Li, Gregory Sell, Xiaofei Wang, Shinji Watanabe, Hynek Hermansky
A Practical Two-Stage Training Strategy for Multi-Stream End-to-End Speech Recognition. ICASSP (2020)
Samik Sadhu, Hynek Hermansky
Continual Learning in Automatic Speech Recognition. INTERSPEECH (2020)
Ruizhi Li, Xiaofei Wang, Sri Harish Mallidi, Shinji Watanabe, Takaaki Hori, Hynek Hermansky
Multi-Stream End-to-End Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Ruizhi Li, Gregory Sell, Xiaofei Wang, Shinji Watanabe, Hynek Hermansky
A practical two-stage training strategy for multi-stream end-to-end speech recognition. CoRR (2019)
Jinyi Yang, Lucas Ondel, Vimal Manohar, Hynek Hermansky
Towards Automatic Methods to Detect Errors in Transcriptions of Speech Recordings. ICASSP (2019)
Samik Sadhu, Hynek Hermansky
Modulation Vectors as Robust Feature Representation for ASR in Domain Mismatched Conditions. INTERSPEECH (2019)
Ruizhi Li, Gregory Sell, Hynek Hermansky
Performance Monitoring for End-to-End Speech Recognition. INTERSPEECH (2019)
Ruizhi Li, Gregory Sell, Hynek Hermansky
Performance Monitoring for End-to-End Speech Recognition. CoRR (2019)
Xiaofei Wang, Jinyi Yang, Ruizhi Li, Samik Sadhu, Hynek Hermansky
Exploring Methods for the Automatic Detection of Errors in Manual Transcription. INTERSPEECH (2019)
Xiaofei Wang, Jinyi Yang, Ruizhi Li, Samik Sadhu, Hynek Hermansky
Exploring Methods for the Automatic Detection of Errors in Manual Transcription. CoRR (2019)
Angel Mario Castro Martinez, Lukas Gerlach, Guillermo Payá Vayá, Hynek Hermansky, Jasper Ooster, Bernd T. Meyer
DNN-based performance measures for predicting error rates in automatic speech recognition and optimizing hearing aid parameters. Speech Commun. 106 (2019)
Samik Sadhu, Ruizhi Li, Hynek Hermansky
M-vectors: Sub-band Based Energy Modulation Features for Multi-stream Automatic Speech Recognition. ICASSP (2019)
Xiaofei Wang, Ruizhi Li, Sri Harish Mallidi, Takaaki Hori, Shinji Watanabe, Hynek Hermansky
Stream Attention-based Multi-array End-to-end Speech Recognition. ICASSP (2019)
Lucas Ondel, Ruizhi Li, Gregory Sell, Hynek Hermansky
Deriving Spectro-temporal Properties of Hearing from Speech Data. ICASSP (2019)
Ruizhi Li, Xiaofei Wang, Sri Harish Mallidi, Shinji Watanabe, Takaaki Hori, Hynek Hermansky
Multi-Stream End-to-End Speech Recognition. CoRR (2019)
Hynek Hermansky
Coding and decoding of messages in human speech communication: Implications for machine recognition of speech. Speech Commun. 106 (2019)
Ruizhi Li, Xiaofei Wang, Sri Harish Reddy Mallidi, Takaaki Hori, Shinji Watanabe, Hynek Hermansky
Multi-encoder multi-resolution framework for end-to-end speech recognition. CoRR (2018)
Xiaofei Wang, Ruizhi Li, Hynek Hermansky
Stream Attention for Distributed Multi-Microphone Speech Recognition. INTERSPEECH (2018)
Xiaofei Wang, Ruizhi Li, Sri Harish Mallidi, Takaaki Hori, Shinji Watanabe, Hynek Hermansky
Stream attention-based multi-array end-to-end speech recognition. CoRR (2018)
Bernd T. Meyer, Sri Harish Reddy Mallidi, Hendrik Kayser, Hynek Hermansky
Predicting error rates for unknown data in automatic speech recognition. ICASSP (2017)
Xiaofei Wang, Yonghong Yan, Hynek Hermansky
Stream Attention for far-field multi-microphone ASR. CoRR (2017)
Tetsuji Ogawa, Sri Harish Reddy Mallidi, Emmanuel Dupoux, Jordan Cohen, Naomi H. Feldman, Hynek Hermansky
A new efficient measure for accuracy prediction and its application to multistream-based unsupervised adaptation. ICPR (2016)
Bernd T. Meyer, Sri Harish Reddy Mallidi, Angel Mario Castro Martinez, Guillermo Payá Vayá, Hendrik Kayser, Hynek Hermansky
Performance monitoring for automatic speech recognition in noisy multi-channel environments. SLT (2016)
Constantin Spille, Hendrik Kayser, Hynek Hermansky, Bernd T. Meyer
Assessing Speech Quality in Speech-Aware Hearing Aids Based on Phoneme Posteriorgrams. INTERSPEECH (2016)
Sri Harish Reddy Mallidi, Hynek Hermansky
A Framework for Practical Multistream ASR. INTERSPEECH (2016)
Sri Harish Reddy Mallidi, Hynek Hermansky
Novel neural network based fusion for multistream ASR. ICASSP (2016)
Roger Hsiao, Jeff Z. Ma, William Hartmann, Martin Karafiát, Frantisek Grézl, Lukás Burget, Igor Szöke, Jan Cernocký, Shinji Watanabe, Zhuo Chen, Sri Harish Reddy Mallidi, Hynek Hermansky, Stavros Tsakalidis, Richard M. Schwartz
Robust speech recognition in unknown reverberant and noisy conditions. ASRU (2015)
Hynek Hermansky, Lukás Burget, Jordan Cohen, Emmanuel Dupoux, Naomi Feldman, John Godfrey, Sanjeev Khudanpur, Matthew Maciejewski, Sri Harish Reddy Mallidi, Anjali Menon, Tetsuji Ogawa, Vijayaditya Peddinti, Richard C. Rose, Richard M. Stern, Matthew Wiesner, Karel Veselý
Towards machines that know when they do not know: Summary of work done at 2014 Frederick Jelinek Memorial Workshop. ICASSP (2015)
Jan Pesán, Lukás Burget, Hynek Hermansky, Karel Veselý
DNN derived filters for processing of modulation spectrum of speech. INTERSPEECH (2015)
Sri Harish Reddy Mallidi, Tetsuji Ogawa, Hynek Hermansky
Uncertainty estimation of DNN classifiers. ASRU (2015)
Sri Harish Reddy Mallidi, Tetsuji Ogawa, Karel Veselý, Phani S. Nidadavolu, Hynek Hermansky
Autoencoder based multi-stream combination for noise robust speech recognition. INTERSPEECH (2015)
Keith Kintzley, Aren Jansen, Hynek Hermansky
Featherweight phonetic keyword search for conversational speech. ICASSP (2014)
Sriram Ganapathy, Sri Harish Reddy Mallidi, Hynek Hermansky
Robust Feature Extraction Using Modulation Filtering of Autoregressive Models. IEEE ACM Trans. Audio Speech Lang. Process. 22 (8) (2014)
Feipeng Li, Phani S. Nidadavolu, Hynek Hermansky
A long, deep and wide artificial neural net for robust speech recognition in unknown noise. INTERSPEECH (2014)
Thomas Schatz, Vijayaditya Peddinti, Xuan-Nga Cao, Francis R. Bach, Hynek Hermansky, Emmanuel Dupoux
Evaluating speech features with the minimal-pair ABX task (II): resistance to noise. INTERSPEECH (2014)
Nagaraj Mahajan, Nima Mesgarani, Hynek Hermansky
Principal components of auditory spectro-temporal receptive fields. INTERSPEECH (2014)
Feipeng Li, Hynek Hermansky
Effect of filter bandwidth and spectral sampling rate of analysis filterbank on automatic phoneme recognition. ICASSP (2013)
Sri Harish Reddy Mallidi, Sriram Ganapathy, Hynek Hermansky
Robust speaker recognition using spectro-temporal autoregressive models. INTERSPEECH (2013)
Hynek Hermansky
Long, Deep and Wide Artificial Neural Nets for Dealing with Unexpected Noise in Machine Recognition of Speech. TSD (2013)
Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard C. Rose, Mike Seltzer, Pascal Clark, Ian McGraw, Balakrishnan Varadarajan, Erin Bennett, Benjamin Börschinger, Justin T. Chiu, Ewan Dunbar, Abdellah Fourtassi, David Harwath, Chia-ying Lee, Keith D. Levin, Atta Norouzian, Vijayaditya Peddinti, Rachael Richardson, Thomas Schatz, Samuel Thomas
A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition. ICASSP (2013)
Hynek Hermansky, Ehsan Variani, Vijayaditya Peddinti
Mean temporal distance: Predicting ASR error from temporal properties of speech signal. ICASSP (2013)
Hynek Hermansky, Jordan R. Cohen, Richard M. Stern
Perceptual Properties of Current Speech Recognition Technology. Proc. IEEE 101 (9) (2013)
Keith Kintzley, Aren Jansen, Hynek Hermansky
Text-to-speech inspired duration modeling for improved whole-word acoustic models. INTERSPEECH (2013)
Tetsuji Ogawa, Feipeng Li, Hynek Hermansky
Stream selection and integration in multistream ASR using GMM-based performance monitoring. INTERSPEECH (2013)
Pascal Clark, Sri Harish Reddy Mallidi, Aren Jansen, Hynek Hermansky
Frequency offset correction in speech without detecting pitch. ICASSP (2013)
Samuel Thomas, Michael L. Seltzer, Kenneth Church, Hynek Hermansky
Deep neural network features and semi-supervised training for low resource speech recognition. ICASSP (2013)
Vijayaditya Peddinti, Hynek Hermansky
Filter-bank optimization for Frequency Domain Linear Prediction. ICASSP (2013)
Thomas Schatz, Vijayaditya Peddinti, Francis R. Bach, Aren Jansen, Hynek Hermansky, Emmanuel Dupoux
Evaluating speech features with the minimal-pair ABX task: analysis of the classical MFC/PLP pipeline. INTERSPEECH (2013)
Sri Garimella, Hynek Hermansky
Factor Analysis of Auto-Associative Neural Networks With Application in Speaker Verification. IEEE Trans. Neural Networks Learn. Syst. 24 (4) (2013)
Oldrich Plchot, Spyros Matsoukas, Pavel Matejka, Najim Dehak, Jeff Z. Ma, Sandro Cumani, Ondrej Glembek, Hynek Hermansky, Sri Harish Reddy Mallidi, Nima Mesgarani, Richard M. Schwartz, Mehdi Soufifar, Zheng-Hua Tan, Samuel Thomas, Bing Zhang, Xinhui Zhou
Developing a speaker identification system for the DARPA RATS project. ICASSP (2013)
Ehsan Variani, Feipeng Li, Hynek Hermansky
Multi-stream recognition of noisy speech with performance monitoring. INTERSPEECH (2013)
Jeff Z. Ma, Bing Zhang, Spyros Matsoukas, Sri Harish Reddy Mallidi, Feipeng Li, Hynek Hermansky
Improvements in language identification on the RATS noisy speech corpus. INTERSPEECH (2013)
Hynek Hermansky
Multistream Recognition of Speech: Dealing With Unknown Unknowns. Proc. IEEE 101 (5) (2013)
Aren Jansen, Samuel Thomas, Hynek Hermansky
Weak top-down constraints for unsupervised acoustic model training. ICASSP (2013)
Samuel Thomas, Sriram Ganapathy, Hynek Hermansky
Multilingual MLP features for low-resource LVCSR systems. ICASSP (2012)
Keith Kintzley, Aren Jansen, Kenneth Church, Hynek Hermansky
Inverting the Point Process Model for Fast Phonetic Keyword Search. INTERSPEECH (2012)
Ehsan Variani, Hynek Hermansky
Estimating Classifier Performance in Unknown Noise. INTERSPEECH (2012)
Daniel Garcia-Romero, Xinhui Zhou, Dmitry N. Zotkin, Balaji Vasan Srinivasan, Yuancheng Luo, Sriram Ganapathy, Samuel Thomas, Sridhar Krishna Nemala, Garimella S. V. S. Sivaram, Majid Mirbagheri, Sri Harish Reddy Mallidi, Thomas Janu, Padmanabhan Rajan, Nima Mesgarani, Mounya Elhilali, Hynek Hermansky, Shihab A. Shamma, Ramani Duraiswami
The UMD-JHU 2011 speaker recognition system. ICASSP (2012)
Shajith Ikbal, Hemant Misra, Hynek Hermansky, Mathew Magimai-Doss
Phase AutoCorrelation (PAC) features for noise robust speech recognition. Speech Commun. 54 (7) (2012)
Daphna Weinshall, Alon Zweig, Hynek Hermansky, Stefan Kombrink, Frank W. Ohl, Jörn Anemüller, Jörg-Hendrik Bach, Luc Van Gool, Fabian Nater, Tomás Pajdla, Michal Havlena, Misha Pavel
Beyond Novelty Detection: Incongruent Events, When General and Specific Classifiers Disagree. IEEE Trans. Pattern Anal. Mach. Intell. 34 (10) (2012)
Sriram Ganapathy, Samuel Thomas, Hynek Hermansky
Feature extraction using 2-d autoregressive models for speaker recognition. Odyssey (2012)
Garimella S. V. S. Sivaram, Hynek Hermansky
Sparse Multilayer Perceptron for Phoneme Recognition. IEEE Trans. Speech Audio Process. 20 (1) (2012)
Sri Garimella, Hynek Hermansky
Factor analysis of mixture of auto-associative neural networks for speaker verification. Odyssey (2012)
Aren Jansen, Samuel Thomas, Hynek Hermansky
Intrinsic Spectral Analysis for Zero and High Resource Speech Recognition. INTERSPEECH (2012)
Sri Garimella, Sri Harish Reddy Mallidi, Hynek Hermansky
Regularized Auto-Associative Neural Networks for Speaker Verification. IEEE Signal Process. Lett. 19 (12) (2012)
Keith Kintzley, Aren Jansen, Hynek Hermansky
MAP Estimation of Whole-Word Acoustic Models with Dictionary Priors. INTERSPEECH (2012)
Samuel Thomas, Sri Harish Reddy Mallidi, Sriram Ganapathy, Hynek Hermansky
Adaptation transforms of auto-associative neural networks as features for speaker verification. Odyssey (2012)
Samuel Thomas, Sriram Ganapathy, Aren Jansen, Hynek Hermansky
Data-driven Posterior Features for Low Resource Speech Recognition Applications. INTERSPEECH (2012)
Hans-Günter Hirsch, Sriram Ganapathy, Hynek Hermansky
Comparison of Different Approaches for Speech Recognition in Hands-free Mode. ITG Conference on Speech Communication (2012)
Sriram Ganapathy, Hynek Hermansky
Analysis of Temporal Resolution in Frequency Domain Linear Prediction. INTERSPEECH (2012)
Feipeng Li, Sri Harish Reddy Mallidi, Hynek Hermansky
Phone recognition in critical bands using sub-band temporal modulations. INTERSPEECH (2012)
Samuel Thomas, Sri Harish Reddy Mallidi, Thomas Janu, Hynek Hermansky, Nima Mesgarani, Xinhui Zhou, Shihab A. Shamma, Tim Ng, Bing Zhang, Long Nguyen, Spyros Matsoukas
Acoustic and Data-driven Features for Robust Speech Activity Detection. INTERSPEECH (2012)
Sriram Ganapathy, Padmanabhan Rajan, Hynek Hermansky
Multi-layer perceptron based speech activity detection for speaker verification. WASPAA (2011)
Michael A. Carlin, Samuel Thomas, Aren Jansen, Hynek Hermansky
Rapid Evaluation of Speech Representations for Spoken Term Discovery. INTERSPEECH (2011)
Garimella S. V. S. Sivaram, Samuel Thomas, Hynek Hermansky
Mixture of Auto-Associative Neural Networks for Speaker Verification. INTERSPEECH (2011)
Hynek Hermansky
Dealing with Unexpected Words in Automatic Recognition of Speech. TSD (2011)
Garimella S. V. S. Sivaram, Hynek Hermansky
Multilayer perceptron with sparse hidden outputs for phoneme recognition. ICASSP (2011)
Nima Mesgarani, Samuel Thomas, Hynek Hermansky
Adaptive Stream Fusion in Multistream Recognition of Speech. INTERSPEECH (2011)
Samuel Thomas, Patrick Nguyen, Geoffrey Zweig, Hynek Hermansky
MLP based phoneme detectors for Automatic Speech Recognition. ICASSP (2011)
Joel Pinto, Garimella S. V. S. Sivaram, Mathew Magimai-Doss, Hynek Hermansky, Hervé Bourlard
Analysis of MLP-Based Hierarchical Phoneme Posterior Probability Estimator. IEEE Trans. Speech Audio Process. 19 (2) (2011)
Sri Harish Reddy Mallidi, Sriram Ganapathy, Hynek Hermansky
Modulation Spectrum Analysis for Recognition of Reverberant Speech. INTERSPEECH (2011)
Hynek Hermansky, Nima Mesgarani, Samuel Thomas
Performance monitoring for robustness in automatic recognition of speechi. MLSLP (2011)
Geoffrey Zweig, Patrick Nguyen, Dirk Van Compernolle, Kris Demuynck, Les E. Atlas, Pascal Clark, Gregory Sell, Meihong Wang, Fei Sha, Hynek Hermansky, Damianos G. Karakos, Aren Jansen, Samuel Thomas, Sivaram G. S. V. S., Samuel R. Bowman, Justine T. Kao
Speech recognitionwith segmental conditional random fields: A summary of the JHU CLSP 2010 Summer Workshop. ICASSP (2011)
Keith Kintzley, Aren Jansen, Hynek Hermansky
Event Selection from Phone Posteriorgrams Using Matched Filters. INTERSPEECH (2011)
Garimella S. V. S. Sivaram, Sriram Ganapathy, Hynek Hermansky
Sparse auto-associative neural networks: theory and application to speech recognition. INTERSPEECH (2010)
Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Nima Mesgarani, Hynek Hermansky
Data-Driven and Feedback Based Spectro-Temporal Features for Speech Recognition. IEEE Signal Process. Lett. 17 (11) (2010)
Shih-Chii Liu, Nima Mesgarani, John G. Harris, Hynek Hermansky
The use of spike-based representations for hardware audition systems. ISCAS (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hynek Hermansky