Pengcheng Guo
17 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Bronze π€ Dynamic Duo (13)
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(77)
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Prolific Year Β· Productive
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(12)
Speech & Audio
(12)
Recognition
(11)
Learning Types Β· Machine Learning
(9)
Deep Learning
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Architectures
(3)
Core AI
(3)
Core Methods
(3)
Computer Vision
(2)
Analysis
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Keywords
automatic speech recognition
(5)
acoustic modeling
(2)
end-to-end model
(2)
connectionist temporal classification
(2)
speech recognition
(2)
speech separation
(2)
semi-supervised learning
(2)
self-supervised learning
(1)
adaptive learning
(1)
catastrophic forgetting
(1)
context modeling
(1)
unsupervised domain adaptation
(1)
voice conversion
(1)
computational complexity
(1)
knowledge distillation
(1)
speaker recognition
(1)
speaker verification
(1)
class imbalance
(1)
attention mechanism
(1)
adversarial learning
(1)
Papers
Towards Debiased Generalized Category Discovery
IJCAI 2025
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
Interspeech 2024
Adaptive Contextual Biasing for Transducer Based Streaming Speech Recognition
Interspeech 2023
BA-SOT: Boundary-Aware Serialized Output Training for Multi-Talker ASR
Interspeech 2023
Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction Network
Interspeech 2023
Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification
Interspeech 2023
TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition
Interspeech 2023
Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism
Interspeech 2022
Linguistic-Acoustic Similarity Based Accent Shift for Accent Recognition
Interspeech 2022
ESPnet-ST IWSLT 2021 Offline Speech Translation System
ACL 2021
Multi-Speaker ASR Combining Non-Autoregressive Conformer CTC and Conditional Speaker Chain
Interspeech 2021
End-to-End ASR with Adaptive Span Self-Attention
Interspeech 2020
Inaudible Adversarial Perturbations for Targeted Attack in Speaker Recognition
Interspeech 2020
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals
NeurIPS 2020
Adversarial Regularization for End-to-End Robust Speaker Verification
Interspeech 2019
Unsupervised Adaptation with Adversarial Dropout Regularization for Robust Speech Recognition
Interspeech 2019
Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition
Interspeech 2018