Donald S. Williamson
7 papers · 2020–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(6)
Speech & Audio
(6)
Machine Learning
(3)
Analysis
(3)
Synthesis
(3)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Techniques
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Keywords
speech enhancement
(4)
mean opinion score
(3)
attention mechanism
(3)
speech quality
(3)
perceptual evaluation
(2)
speech quality assessment
(2)
perceptual quality
(2)
convolutional neural network
(2)
bidirectional lstm
(1)
speech translation
(1)
end-to-end speech translation
(1)
hearing impairment
(1)
convolutional recurrent network
(1)
crowdsourced data
(1)
phase distortion
(1)
phase enhancement
(1)
recurrent training
(1)
embedding vector
(1)
challenge dataset
(1)
non-intrusive speech quality assessment
(1)
Papers
AttentiveMOS: A Lightweight Attention-Only Model forSpeech Quality Prediction
Interspeech 2025
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications
Interspeech 2022
Incorporating Embedding Vectors from a Human Mean-Opinion Score Prediction Model for Monaural Speech Enhancement
Interspeech 2021
Optimally Encoding Inductive Biases into the Transformer Improves End-to-End Speech Translation
Interspeech 2021
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals
Interspeech 2020
Investigation of Phase Distortion on Perceived Speech Quality for Hearing-Impaired Listeners
Interspeech 2020
On Loss Functions and Recurrency Training for GAN-Based Speech Enhancement Systems
Interspeech 2020