Michael Picheny
19 papers · 2004–2023 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Full
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Keyword Collector
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Top co-authors
Research topics
Speech & Audio
(12)
Recognition
(12)
Machine Learning
(11)
Deep Learning
(7)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(4)
Application Areas
(4)
Architectures
(4)
Core AI
(4)
Computer Vision
(3)
Core Methods
(3)
Optimization & Theory
(3)
Processing
(3)
Mathematics & Optimization
(2)
Learning Types · Deep Learning
(2)
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
Improving Joint Speech-Text Representations Without Alignment
Interspeech 2023
The MALACH Corpus: Results with End-to-End Architectures and Pretraining
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
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos
ICCV 2021
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs
Interspeech 2021
Acoustic Model Optimization Based on Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition
Interspeech 2019
A Highly Efficient Distributed Deep Learning System for Automatic Speech Recognition
Interspeech 2019
Challenging the Boundaries of Speech Recognition: The MALACH Corpus
Interspeech 2019
Detection and Recovery of OOVs for Improved English Broadcast News Captioning
Interspeech 2019
Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition
Interspeech 2019
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews
Interspeech 2019
Kernel Approximation Methods for Speech Recognition
JMLR 2019
Large-Scale Mixed-Bandwidth Deep Neural Network Acoustic Modeling for Automatic Speech Recognition
Interspeech 2019
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks
NeurIPS 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