← Authors

Michael Picheny

19 papers · 2004–2023 · 5 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (23) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (19) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (81) πŸ’Ž Century Club (19) πŸ“ˆ Trend Setter ⚑ Prolific Year (8)

Conferences

INTERSPEECH (15) ICCV (1) JMLR (1) NAACL (1) NIPS (1)

Top co-authors

Brian Kingsbury (7) Kartik Audhkhasi (6) Xiaodong Cui (6) Samuel Thomas (6) George Saon (5) ZoltΓ‘n TΓΌske (4) David Harwath (3) Hilde Kuehne (3) Rogerio Feris (3) Brian Chen (3)

Keywords

automatic speech recognition (7) speech recognition (7) self-supervised learning (4) word error rate (3) video retrieval (3) connectionist temporal classification (2) evolutionary stochastic gradient descent (2) acoustic model (2) instructional video (2) end-to-end speech recognition (2) deep neural network (2) acoustic modeling (2) language model (2) neural network (2) cross-modal learning (1) hyperparameter optimization (1) audio-visual learning (1) multimodal learning (1) image retrieval (1) stochastic gradient descent (1)

Papers

The MALACH Corpus: Results with End-to-End Architectures and Pretraining INTERSPEECH 2023
Improving Joint Speech-Text Representations Without Alignment INTERSPEECH 2023
Towards Disentangled Speech Representations INTERSPEECH 2022
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos INTERSPEECH 2021
Cascaded Multilingual Audio-Visual Learning from Videos INTERSPEECH 2021
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs INTERSPEECH 2021
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews INTERSPEECH 2019
Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition INTERSPEECH 2019
Kernel Approximation Methods for Speech Recognition JMLR 2019
Detection and Recovery of OOVs for Improved English Broadcast News Captioning INTERSPEECH 2019
A Highly Efficient Distributed Deep Learning System for Automatic Speech Recognition INTERSPEECH 2019
Large-Scale Mixed-Bandwidth Deep Neural Network Acoustic Modeling for Automatic Speech Recognition INTERSPEECH 2019
Challenging the Boundaries of Speech Recognition: The MALACH Corpus INTERSPEECH 2019
Acoustic Model Optimization Based on Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition INTERSPEECH 2019
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks NIPS 2018
Direct Acoustics-to-Word Models for English Conversational Speech Recognition INTERSPEECH 2017
English Conversational Telephone Speech Recognition by Humans and Machines INTERSPEECH 2017
A Comparison of Rule–Based and Statistical Methods for Semantic Language Modeling and Confidence Measurement NAACL 2004