Xiaofei Li

13 papers · 2020–2024 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (38) 🏆 Keyword Champion (2) 🗃️ Keyword Collector (79) 💎 Century Club (13) ⚡ Prolific Year (6) 🔥 Unstoppable (5)

Conferences

INTERSPEECH (8) EMNLP (2) ACL (1) IJCAI (1) NIPS (1)

Top co-authors

Yu Qiao (3) Elma Kerz (3) Daniel Wiechmann (3) Yabo Wang (2) Changsheng Quan (2) Pengyu Wang (2) Nian Shao (2) Bing Yang (2) Xin Xu (1) Xiangdong Su (1)

Keywords

speech enhancement (4) neural network (2) narrow-band processing (2) multichannel speech (2) text classification (1) source localization (1) multi-task learning (1) self-supervised learning (1) domain generalization (1) knowledge distillation (1) data augmentation (1) emotion recognition (1) sound source localization (1) model fusion (1) mental health detection (1) text simplification (1) spatial filtering (1) object segmentation (1) semantic similarity (1) speech separation (1)

Papers

RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization NIPS 2024

What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023

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

MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders EMNLP 2022

ATST: Audio Representation Learning with Teacher-Student Transformer INTERSPEECH 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

Spectro-Temporal SubNet for Real-Time Monaural Speech Denoising and Dereverberation INTERSPEECH 2022

RCT: Random consistency training for semi-supervised sound event detection 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