Ross Cutler
14 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(54)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Application Areas
(6)
Deep Learning
(5)
Speech & Audio
(5)
Architectures
(5)
Core Methods
(4)
Learning Types
(3)
Synthesis
(3)
Artificial Intelligence
(2)
Analysis
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Keywords
speech enhancement
(5)
mean opinion score
(5)
speech quality
(4)
subjective evaluation
(3)
noise suppression
(3)
deep learning
(3)
data augmentation
(2)
convolutional neural network
(2)
crowdsourced evaluation
(2)
deep noise suppression
(2)
acoustic echo cancellation
(2)
packet loss concealment
(2)
real-time processing
(2)
noisy label
(1)
pearson correlation
(1)
deep neural network
(1)
speech analysis
(1)
audio processing
(1)
subjective assessment
(1)
audio classification
(1)
Papers
Human-in-the-Loop Bandwidth Estimation for Quality of Experience Optimization in Real-Time Video Communication
AAAI 2026
Topic-Conversation Relevance (TCR) Dataset and Benchmarks
NeurIPS 2024
DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation
Interspeech 2023
PLCMOS β A Data-driven Non-intrusive Metric for The Evaluation of Packet Loss Concealment Algorithms
Interspeech 2023
INTERSPEECH 2022 Audio Deep Packet Loss Concealment Challenge
Interspeech 2022
MusicNet: Compact Convolutional Neural Network for Real-time Background Music Detection
Interspeech 2022
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
Interspeech 2021
INTERSPEECH 2021 Deep Noise Suppression Challenge
Interspeech 2021
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing
Interspeech 2021
An Open Source Implementation of ITU-T Recommendation P.808 with Validation
Interspeech 2020
DNN No-Reference PSTN Speech Quality Prediction
Interspeech 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Interspeech 2020
A Scalable Noisy Speech Dataset and Online Subjective Test Framework
Interspeech 2019
Supervised Classifiers for Audio Impairments with Noisy Labels
Interspeech 2019