Jasha Droppo
Orcid: 0000-0001-6097-0090Affiliations:
- Microsoft Research
According to our database1,
Jasha Droppo
authored at least 99 papers
between 2001 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
CoRR, 2022
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation.
Proceedings of the Interspeech 2022, 2022
Proceedings of the Interspeech 2022, 2022
Improved Representation Learning For Acoustic Event Classification Using Tree-Structured Ontology.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
CoRR, 2021
Improving Multi-Speaker TTS Prosody Variance with a Residual Encoder and Normalizing Flows.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Evaluating the Vulnerability of End-to-End Automatic Speech Recognition Models to Membership Inference Attacks.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
DO as I Mean, Not as I Say: Sequence Loss Training for Spoken Language Understanding.
Proceedings of the IEEE International Conference on Acoustics, 2021
Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition.
Proceedings of the Interspeech 2020, 2020
2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Progressive Joint Modeling in Unsupervised Single-Channel Overlapped Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Proceedings of the Interspeech 2017, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
2016
On training bi-directional neural network language model with noise contrastive estimation.
Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016
Proceedings of the Interspeech 2016, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
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).
Proceedings of the INTERSPEECH 2014, 2014
1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012
2011
Automatically Optimizing Utterance Classification Performance without Human in the Loop.
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Joint encoding of the waveform and speech recognition features using a transform codec.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
IEEE Trans. Speech Audio Process., 2010
Spontaneous Mandarin speech understanding using Utterance Classification: A case study.
Proceedings of the 7th International Symposium on Chinese Spoken Language Processing, 2010
Proceedings of the INTERSPEECH 2010, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Experimenting with a global decision tree for state clustering in automatic speech recognition systems.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor.
IEEE Trans. Speech Audio Process., 2008
Towards a non-parametric acoustic model: an acoustic decision tree for observation probability calculation.
Proceedings of the INTERSPEECH 2008, 2008
A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Joint Discriminative Front End and Back End Training for Improved Speech Recognition Accuracy.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Dynamic compensation of HMM variances using the feature enhancement uncertainty computed from a parametric model of speech distortion.
IEEE Trans. Speech Audio Process., 2005
IEEE Signal Process. Lett., 2005
A graphical model for multi-sensory speech processing in air-and-bone conductive microphones.
Proceedings of the INTERSPEECH 2005, 2005
Proceedings of the INTERSPEECH 2005, 2005
Proceedings of the INTERSPEECH 2005, 2005
Leakage Model and Teeth Clack Removal for Air- and Bone-Conductive Integrated Microphones.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
J. VLSI Signal Process., 2004
Estimating cepstrum of speech under the presence of noise using a joint prior of static and dynamic features.
IEEE Trans. Speech Audio Process., 2004
Enhancement of log Mel power spectra of speech using a phase-sensitive model of the acoustic environment and sequential estimation of the corrupting noise.
IEEE Trans. Speech Audio Process., 2004
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Recursive estimation of nonstationary noise using iterative stochastic approximation for robust speech recognition.
IEEE Trans. Speech Audio Process., 2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Incremental Bayes learning with prior evolution for tracking nonstationary noise statistics from noisy speech data.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
IEEE Trans. Speech Audio Process., 2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Exploiting variances in robust feature extraction based on a parametric model of speech distortion.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Sequential MAP noise estimation and a phase-sensitive model of the acoustic environment.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002
2001
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Efficient on-line acoustic environment estimation for FCDCN in a continuous speech recognition system.
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001