← Authors

Yu Tsao

58 papers · 2013–2025 · 6 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (11) πŸ—ΊοΈ Taxonomy Completionist (22) 🏠 Conference Loyalist (49) 🀝 Dynamic Duo (30) 🧬 Topic Evolution πŸ”¬ Deep Specialist (19) πŸ† Keyword Champion (23) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10) ⚑ Prolific Year (11) πŸ’Ž Century Club (58) πŸ—ƒοΈ Keyword Collector (59)

Conferences

INTERSPEECH (49) ICLR (3) ACL (2) NIPS (2) ICML (1) IJCNLP (1)

Top co-authors

Hsin-Min Wang (30) Szu-Wei Fu (15) Xugang Lu (11) Hung-Shin Lee (6) YI-CHIAO WU (5) Syu-Siang Wang (5) Cheng Yu (5) Hsin-Te Hwang (5) Junichi Yamagishi (4) Tomoki Toda (4)

Keywords

speech enhancement (23) voice conversion (10) speech intelligibility (8) self-supervised learning (6) generative adversarial network (5) speech quality (5) speaker verification (4) variational autoencoder (4) domain adaptation (4) transfer learning (4) representation learning (3) multimodal learning (3) speech quality assessment (3) deep learning (3) noise adaptation (3) multi-task learning (3) convolutional neural network (3) deep neural network (3) signal processing (3) locally linear embedding (3)

Papers

QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions ACL 2025
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier NIPS 2024
Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models INTERSPEECH 2024
Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata INTERSPEECH 2024
SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models INTERSPEECH 2024
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech ICLR 2024
D4AM: A General Denoising Framework for Downstream Acoustic Models ICLR 2023
Audio-Visual Mandarin Electrolaryngeal Speech Voice Conversion INTERSPEECH 2023
Mandarin Electrolaryngeal Speech Voice Conversion using Cross-domain Features INTERSPEECH 2023
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition INTERSPEECH 2023
A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speech INTERSPEECH 2023
Interpretations of Domain Adaptations via Layer Variational Analysis ICLR 2023
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022
Perceptual Characteristics Based Multi-objective Model for Speech Enhancement INTERSPEECH 2022
Boosting Self-Supervised Embeddings for Speech Enhancement INTERSPEECH 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding INTERSPEECH 2022
Perceptual Contrast Stretching on Target Feature for Speech Enhancement INTERSPEECH 2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks INTERSPEECH 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning INTERSPEECH 2022
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling INTERSPEECH 2022
InQSS: a speech intelligibility and quality assessment model using a multi-task learning network INTERSPEECH 2022
MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids INTERSPEECH 2022
The VoiceMOS Challenge 2022 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
A Preliminary Study of a Two-Stage Paradigm for Preserving Speaker Identity in Dysarthric Voice Conversion INTERSPEECH 2021
QISTA-Net-Audio: Audio Super-Resolution via Non-Convex β„“_q-Norm Minimization INTERSPEECH 2021
Relational Data Selection for Data Augmentation of Speaker-Dependent Multi-Band MelGAN Vocoder INTERSPEECH 2021
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport NIPS 2021
Lite Audio-Visual Speech Enhancement INTERSPEECH 2020
iMetricGAN: Intelligibility Enhancement for Speech-in-Noise Using Generative Adversarial Network-Based Metric Learning INTERSPEECH 2020
Incorporating Broad Phonetic Information for Speech Enhancement INTERSPEECH 2020
SERIL: Noise Adaptive Speech Enhancement Using Regularization-Based Incremental Learning INTERSPEECH 2020
Enhancing Intelligibility of Dysarthric Speech Using Gated Convolutional-Based Voice Conversion System INTERSPEECH 2020
Class-Wise Centroid Distance Metric Learning for Acoustic Event Detection INTERSPEECH 2019
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement ICML 2019
Investigation of F0 Conditioning and Fully Convolutional Networks in Variational Autoencoder Based Voice Conversion INTERSPEECH 2019
Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech INTERSPEECH 2019
MOSNet: Deep Learning-Based Objective Assessment for Voice Conversion INTERSPEECH 2019
Exploring the Encoder Layers of Discriminative Autoencoders for LVCSR INTERSPEECH 2019
IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network INTERSPEECH 2019
Incorporating Symbolic Sequential Modeling for Speech Enhancement INTERSPEECH 2019
Noise Adaptive Speech Enhancement Using Domain Adversarial Training INTERSPEECH 2019
Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric INTERSPEECH 2019
Speaker-Aware Deep Denoising Autoencoder with Embedded Speaker Identity for Speech Enhancement INTERSPEECH 2019
Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model Based on BLSTM INTERSPEECH 2018
Temporal Attentive Pooling for Acoustic Event Detection INTERSPEECH 2018
Exemplar-Based Spectral Detail Compensation for Voice Conversion INTERSPEECH 2018
Discriminative Autoencoders for Acoustic Modeling INTERSPEECH 2017
Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks INTERSPEECH 2017
A Post-Filtering Approach Based on Locally Linear Embedding Difference Compensation for Speech Enhancement INTERSPEECH 2017
Wavelet Speech Enhancement Based on Robust Principal Component Analysis INTERSPEECH 2017
SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement INTERSPEECH 2016
Pair-Wise Distance Metric Learning of Neural Network Model for Spoken Language Identification INTERSPEECH 2016
Minimization of Regression and Ranking Losses with Shallow Neural Networks on Automatic Sincerity Evaluation INTERSPEECH 2016
Locally Linear Embedding for Exemplar-Based Spectral Conversion INTERSPEECH 2016
Semantic NaΓ―ve Bayes Classifier for Document Classification IJCNLP 2013