Andreas Stolcke
Orcid: 0000-0002-9925-905XAffiliations:
- Microsoft Research, Mountain View, CA, USA
- Microsoft Research
According to our database1,
Andreas Stolcke
authored at least 241 papers
between 1989 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2011, "For contributions to statistical language modeling, automatic speech recognition and understanding, and automatic speaker recognition".
Timeline
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Bibliography
2024
Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition.
CoRR, 2024
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition.
CoRR, 2024
Turn-Taking and Backchannel Prediction with Acoustic and Large Language Model Fusion.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Post-Training Embedding Alignment for Decoupling Enrollment and Runtime Speaker Recognition Models.
Proceedings of the IEEE International Conference on Acoustics, 2024
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks.
Proceedings of the IEEE International Conference on Acoustics, 2024
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024
REFINE on Scarce Data: Retrieval Enhancement Through Fine-Tuning via Model Fusion of Embedding Models.
Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024
2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023
Generative Speech Recognition Error Correction With Large Language Models and Task-Activating Prompting.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023
2022
CoRR, 2022
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Mitigating Closed-Model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
OpenFEAT: Improving Speaker Identification by Open-Set Few-Shot Embedding Adaptation with Transformer.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 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
REDAT: Accent-Invariant Representation for End-To-End ASR by Domain Adversarial Training with Relabeling.
Proceedings of the IEEE International Conference on Acoustics, 2021
BW-EDA-EEND: streaming END-TO-END Neural Speaker Diarization for a Variable Number of Speakers.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Improving Speaker Identification for Shared Devices by Adapting Embeddings to Speaker Subsets.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Improving Diarization Robustness using Diversification, Randomization and the DOVER Algorithm.
Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020
Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019
2018
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Proceedings of the Computational Processing of the Portuguese Language, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
A comparative study of recurrent neural network models for lexical domain classification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
IEEE Trans. Multim., 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
2014
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the 16th International Conference on Multimodal Interaction, 2014
Highly accurate phonetic segmentation using boundary correction models and system fusion.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Using Out-of-Domain Data for Lexical Addressee Detection in Human-Human-Computer Dialog.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Addressee detection for dialog systems using temporal and spectral dimensions of speaking style.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012
Effects of audio and ASR quality on cepstral and high-level speaker verification systems.
Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012
Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
Improving Language Recognition with Multilingual Phone Recognition and Speaker Adaptation Transforms.
Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Improving robustness of MLLR adaptation with speaker-clustered regression class trees.
Comput. Speech Lang., 2009
Multifactor adaptation for Mandarin broadcast news and conversation speech recognition.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
Development of the 2008 SRI Mandarin speech-to-text system for broadcast news and conversation.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
Feature-based and channel-based analyses of intrinsic variability in speaker verification.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Data-driven lexicon expansion for Mandarin broadcast news and conversation speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008
Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008
Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Open-vocabulary spoken term detection using graphone-based hybrid recognition systems.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Morph-based speech recognition and modeling of out-of-vocabulary words across languages.
ACM Trans. Speech Lang. Process., 2007
ACM Trans. Speech Lang. Process., 2007
Speaker Recognition With Session Variability Normalization Based on MLLR Adaptation Transforms.
IEEE Trans. Speech Audio Process., 2007
Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Combining Discriminative Feature, Transform, and Model Training for Large Vocabulary Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Multimodal Technologies for Perception of Humans, 2007
Reranking machine translation hypotheses with structured and web-based language models.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007
2006
Proceedings of the SmartKom: Foundations of Multimodal Dialogue Systems, 2006
IEEE Trans. Speech Audio Process., 2006
Enriching speech recognition with automatic detection of sentence boundaries and disfluencies.
IEEE Trans. Speech Audio Process., 2006
A study in machine learning from imbalanced data for sentence boundary detection in speech.
Comput. Speech Lang., 2006
Comput. Speech Lang., 2006
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006
Proceedings of the Odyssey 2006: The Speaker and Language Recognition Workshop, 2006
Proceedings of the Machine Learning for Multimodal Interaction, 2006
Proceedings of the Machine Learning for Multimodal Interaction, 2006
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006
Improved speech activity detection using cross-channel features for recognition of multiparty meetings.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Cross-Domain and Cross-Language Portability of Acoustic Features Estimated by Multilayer Perceptrons.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Generalized Linear Kernels for One-Versus-All Classification: Application to Speaker Recognition.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
The Contribution of Cepstral and Stylistic Features to SRI's 2005 NIST Speaker Recognition Evaluation System.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Proceedings of the Machine Learning for Multimodal Interaction, 2005
Further Progress in Meeting Recognition: The ICSI-SRI Spring 2005 Speech-to-Text Evaluation System.
Proceedings of the Machine Learning for Multimodal Interaction, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Comparing HMM, maximum entropy, and conditional random fields for disfluency detection.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Two experiments comparing reading with listening for human processing of conversational telephone speech.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the ACL 2005, 2005
2004
Proceedings of the Odyssey 2004: The Speaker and Language Recognition Workshop, Toledo, Spain, May 31, 2004
Proceedings of HLT-NAACL 2004: Short Papers, Boston, Massachusetts, USA, May 2-7, 2004, 2004
Proceedings of the Machine Learning for Multimodal Interaction, 2004
Proceedings of the Machine Learning for Multimodal Interaction, 2004
Proceedings of the 2004 International Symposium on Chinese Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Effective acoustic modeling for rate-of-speech variation in large vocabulary conversational speech recognition.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
From switchboard to meetings: development of the 2004 ICSI-SRI-UW meeting recognition system.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Using machine learning to cope with imbalanced classes in natural speech: evidence from sentence boundary and disfluency detection.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
The use of a linguistically motivated language model in conversational speech recognition.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Trapping conversational speech: extending TRAP/tandem approaches to conversational telephone speech recognition.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Comparing and Combining Generative and Posterior Probability Models: Some Advances in Sentence Boundary Detection in Speech.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004
2003
Modeling word-level rate-of-speech variation in large vocabulary conversational speech recognition.
Speech Commun., 2003
Getting More Mileage from Web Text Sources for Conversational Speech Language Modeling using Class-Dependent Mixtures.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003
Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003
Automatic disfluency identification in conversational speech using multiple knowledge sources.
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
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
A prosody-based approach to end-of-utterance detection that does not require speech recognition.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Iterative Statistical Language Model Generation for Use with an Agent-Oriented Natural Language Interface.
Proceedings of the Human-Computer Interaction: Universal Access in HCI: Inclusive Design in the Information Society, 2003
2002
Speech Commun., 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
Is the speaker done yet? faster and more accurate end-of-utterance detection using prosody.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Automatic punctuation and disfluency detection in multi-party meetings using prosodic and lexical cues.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Prosody-based automatic detection of annoyance and frustration in human-computer dialog.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
2001
Comput. Linguistics, 2001
Proceedings of the First International Conference on Human Language Technology Research, 2001
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
Observations on overlap: findings and implications for automatic processing of multi-party conversation.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
2000
Speech Commun., 2000
Finding consensus in speech recognition: word error minimization and other applications of confusion networks.
Comput. Speech Lang., 2000
Can Prosody Aid the Automatic Classification of Dialog Acts in Conversational Speech?
CoRR, 2000
CoRR, 2000
Comput. Linguistics, 2000
1999
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
1998
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Automatic detection of sentence boundaries and disfluencies based on recognized words.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Modeling linguistic segment and turn boundaries for n-best rescoring of spontaneous speech.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Artif. Intell. Rev., 1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
An Efficient Probabilistic Context-Free Parsing Algorithm that Computes Prefix Probabilities.
Comput. Linguistics, 1995
Proceedings of the Fourth International Workshop on Parsing Technologies, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
Multiple-pronunciation lexical modeling in a speaker independent speech understanding system.
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994
Proceedings of the Grammatical Inference and Applications, Second International Colloquium, 1994
Proceedings of the 32nd Annual Meeting of the Association for Computational Linguistics, 1994
1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
1990
Proceedings of the 13th International Conference on Computational Linguistics, 1990
1989
Neural Comput., 1989