Xiaofei Li
14 papers · 2020–2025 · 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 (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
ποΈ
Keyword Collector
(83)
π
Trend Setter
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(7)
Artificial Intelligence
(6)
Speech & Audio
(6)
Core AI
(6)
Learning Types Β· Deep Learning
(6)
Architectures
(5)
Application Areas
(4)
Synthesis
(4)
Natural Language Processing
(3)
Applications
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Computer Vision
(2)
Analysis
(2)
Keywords
speech enhancement
(4)
neural network
(2)
multi-channel speech
(2)
teacher-student learning
(2)
narrow-band processing
(2)
source localization
(1)
text classification
(1)
multi-task learning
(1)
knowledge distillation
(1)
self-supervised learning
(1)
data augmentation
(1)
emotion recognition
(1)
automatic speech recognition
(1)
computational complexity
(1)
domain generalization
(1)
mental health detection
(1)
text simplification
(1)
sound source localization
(1)
spatial filtering
(1)
model fusion
(1)
Papers
Mel-McNet: A Mel-Scale Framework for Online Multichannel Speech Enhancement
Interspeech 2025
RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
NeurIPS 2024
FN-SSL: Full-Band and Narrow-Band Fusion for Sound Source Localization
Interspeech 2023
Locate, Refine and Restore: A Progressive Enhancement Network for Camouflaged Object Detection
IJCAI 2023
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection
ACL 2023
ATST: Audio Representation Learning with Teacher-Student Transformer
Interspeech 2022
MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders
EMNLP 2022
Multichannel Speech Separation with Narrow-band Conformer
Interspeech 2022
(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification
EMNLP 2022
RCT: Random consistency training for semi-supervised sound event detection
Interspeech 2022
Spectro-Temporal SubNet for Real-Time Monaural Speech Denoising and Dereverberation
Interspeech 2022
Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement
Interspeech 2021
Online Monaural Speech Enhancement Using Delayed Subband LSTM
Interspeech 2020
Sub-Band Knowledge Distillation Framework for Speech Enhancement
Interspeech 2020