Qianhua He
7 papers · 2018–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(3)
Speech & Audio
(3)
Analysis · Speech & Audio
(3)
Core Methods
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Analysis · Computer Vision
(1)
Application Areas
(1)
Core AI
(1)
Techniques
(1)
Keywords
class-incremental learning
(4)
audio classification
(4)
few-shot learning
(4)
embedding extractor
(2)
prototype learning
(2)
spoofing detection
(1)
stochastic classifier
(1)
deep neural network
(1)
discrete cosine transform
(1)
audio deepfake detection
(1)
model efficiency
(1)
domain invariance
(1)
few-shot class-incremental learning
(1)
prototype generation
(1)
equal error rate
(1)
acoustic classification
(1)
acoustic scene classification
(1)
constant q transform
(1)
audio spectrogram transformer
(1)
feature whitening
(1)
Papers
Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier
Interspeech 2025
Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere
Interspeech 2025
Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor
Interspeech 2024
Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network
Interspeech 2024
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes
Interspeech 2023
Few-shot Class-incremental Audio Classification Using Stochastic Classifier
Interspeech 2023
Feature with Complementarity of Statistics and Principal Information for Spoofing Detection
Interspeech 2018