Szu-Wei Fu
21 papers · 2016–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π€
Dynamic Duo
(17)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(95)
Top co-authors
Research topics
Machine Learning
(16)
Deep Learning
(15)
Speech & Audio
(11)
Learning Types Β· Machine Learning
(9)
Artificial Intelligence
(8)
Synthesis
(8)
Architectures
(7)
Core AI
(7)
Application Areas
(6)
Learning Types Β· Deep Learning
(6)
Core Methods
(5)
Models
(5)
Natural Language Processing
(2)
Analysis
(2)
Applications
(2)
Keywords
speech enhancement
(12)
self-supervised learning
(4)
multi-task learning
(3)
speech quality
(3)
generative adversarial network
(3)
speech recognition
(2)
convolutional neural network
(2)
speech intelligibility
(2)
perceptual evaluation of speech quality
(2)
mean opinion score
(2)
semi-supervised learning
(1)
embedding learning
(1)
domain adaptation
(1)
machine translation
(1)
metric learning
(1)
model compression
(1)
transfer learning
(1)
information retrieval
(1)
black-box optimization
(1)
transformer architecture
(1)
Papers
Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception
ACL 2026
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model
ACL 2025
Universal Speech Enhancement with Regression and Generative Mamba
Interspeech 2025
VoiceNoNG: Robust High-Quality Speech Editing Model without Hallucinations
Interspeech 2025
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment
Interspeech 2024
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier
NeurIPS 2024
Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking
ACL 2024
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
ICLR 2024
Boosting Self-Supervised Embeddings for Speech Enhancement
Interspeech 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
Interspeech 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning
Interspeech 2022
Perceptual Contrast Stretching on Target Feature for Speech Enhancement
Interspeech 2022
Improving Perceptual Quality by Phone-Fortified Perceptual Loss Using Wasserstein Distance for Speech Enhancement
Interspeech 2021
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement
Interspeech 2021
iMetricGAN: Intelligibility Enhancement for Speech-in-Noise Using Generative Adversarial Network-Based Metric Learning
Interspeech 2020
IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network
Interspeech 2019
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement
ICML 2019
MOSNet: Deep Learning-Based Objective Assessment for Voice Conversion
Interspeech 2019
Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric
Interspeech 2019
Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model Based on BLSTM
Interspeech 2018
SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement
Interspeech 2016