Oleg Rybakov
8 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Speech & Audio
(3)
Core AI
(3)
Architectures
(2)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Synthesis
(2)
Techniques
(2)
Natural Language Processing
(1)
Generation
(1)
Recognition
(1)
Keywords
streaming model
(2)
model compression
(2)
speech synthesis
(2)
model quantization
(1)
acoustic modeling
(1)
speech recognition
(1)
stochastic gradient descent
(1)
neural network optimization
(1)
keyword spotting
(1)
speaker embedding
(1)
model averaging
(1)
real-time processing
(1)
variance estimation
(1)
distributed training
(1)
structured sparsity
(1)
automatic speech recognition
(1)
gradient compression
(1)
adam optimizer
(1)
inference scalability
(1)
neural network pruning
(1)
Papers
USM RNN-T model weights binarization
Interspeech 2024
2-bit Conformer quantization for automatic speech recognition
Interspeech 2023
Real time spectrogram inversion on mobile phone
Interspeech 2023
STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition
ICML 2023
Streaming Parrotron for on-device speech-to-speech conversion
Interspeech 2023
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization
Interspeech 2022
Streaming Keyword Spotting on Mobile Devices
Interspeech 2020
Two Tiered Distributed Training Algorithm for Acoustic Modeling
Interspeech 2019