Xiao-Lei Zhang
11 papers · 2014–2025 · 2 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze
🧬
Topic Evolution
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(7)
Architectures
(7)
Speech & Audio
(6)
Core Methods
(6)
Recognition
(5)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis · Speech & Audio
(1)
Analysis · Computer Vision
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
speaker verification
(4)
ad-hoc microphone array
(2)
keyword spotting
(2)
speech recognition
(2)
dimensionality reduction
(2)
speech dereverberation
(1)
data augmentation
(1)
metric learning
(1)
deep neural network
(1)
sparse coding
(1)
random sampling
(1)
linear discriminant analysis
(1)
graph attention
(1)
auc optimization
(1)
adversarial attack
(1)
low-resource language
(1)
diffusion model
(1)
convolutional neural network
(1)
robust classification
(1)
feature learning
(1)
Papers
Augment Mandarin to Cantonese Speech Databases via Retrieval-Augmented Generation and Speech Synthesis
Interspeech 2025
Graph Attention Based Multi-Channel U-Net for Speech Dereverberation With Ad-Hoc Microphone Arrays
Interspeech 2024
Textual-Driven Adversarial Purification for Speaker Verification
Interspeech 2024
Branch-ECAPA-TDNN: A Parallel Branch Architecture to Capture Local and Global Features for Speaker Verification
Interspeech 2023
Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays
Interspeech 2022
Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data
Interspeech 2022
Scaling Sparsemax Based Channel Selection for Speech Recognition with ad-hoc Microphone Arrays
Interspeech 2021
Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting
Interspeech 2020
Cosine Metric Learning for Speaker Verification in the I-vector Space
Interspeech 2018
Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Clustering
Interspeech 2016
Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings
ACML 2014