Qiquan Zhang
7 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Speech & Audio
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Synthesis
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Keywords
speech enhancement
(2)
depression detection
(2)
attention mechanism
(2)
self-supervised learning
(1)
speech processing
(1)
multimodal learning
(1)
speech synthesis
(1)
deep learning
(1)
inference speedup
(1)
signal processing
(1)
selective attention
(1)
human judgment
(1)
diffusion model
(1)
frequency domain
(1)
length generalization
(1)
retrieval-augmented generation
(1)
training acceleration
(1)
position embedding
(1)
wavelet transform
(1)
multi-task learning
(1)
Papers
SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information
ACL 2025
An Exploration of Length Generalization in Transformer-Based Speech Enhancement
Interspeech 2024
Binaural Selective Attention Model for Target Speaker Extraction
Interspeech 2024
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model
EMNLP 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection
EMNLP 2024
FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation
EMNLP 2022
Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement
Interspeech 2021