Szu-Wei Fu
19 papers · 2016–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π Conference Polyglot (5)
π§
Keyword Pioneer
π
Cross-Pollinator
(11)
π
Conference Polyglot
(5)
π€
Dynamic Duo
(15)
π₯
Unstoppable
(5)
π
Century Club
(18)
ποΈ
Keyword Collector
(80)
π
Conference Pioneer
Conferences
INTERSPEECH (13)
ACL (3)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
speech enhancement
(10)
self-supervised learning
(3)
generative adversarial network
(3)
multi-task learning
(3)
speech recognition
(2)
speech intelligibility
(2)
speech quality
(2)
convolutional neural network
(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
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
ICLR 2024
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier
NIPS 2024
Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking
ACL 2024
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment
INTERSPEECH 2024
Boosting Self-Supervised Embeddings for Speech Enhancement
INTERSPEECH 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
INTERSPEECH 2022
Perceptual Contrast Stretching on Target Feature for Speech Enhancement
INTERSPEECH 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning
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
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
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
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