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Helin Wang

18 papers · 2020–2025 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+5 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (33)
πŸ† Grand Slam 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (86) πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze

Venues

Interspeech (12) AAAI (1) COLING (1) ICCV (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Yuexian Zou (7) Dongchao Yang (5) Thomas Thebaud (3) Najim Dehak (3) Jianwei Yu (3) Dading Chong (3) Chao Weng (3) Wenwu Wang (3) Jiarui Hai (3) Dong Yu (2)

Research topics

Machine Learning (11) Application Areas (9) Deep Learning (8) Speech & Audio (8) Natural Language Processing (5) Synthesis (5) Resources & Methods (4) Analysis (3) Applications (3) Architectures (3) Learning Types (3) Models (3) Artificial Intelligence (2) Core AI (2) Core Methods (2)

Keywords

acoustic scene classification (3) diffusion model (3) multimodal learning (2) knowledge distillation (2) neural network (2) attention mechanism (2) temporal attention (2) voice conversion (2) unsupervised domain adaptation (1) dataset creation (1) benchmark evaluation (1) video understanding (1) speech processing (1) machine reading comprehension (1) audio source separation (1) speech separation (1) speech dereverberation (1) vector quantization (1) data augmentation (1) token efficiency (1)

Papers

ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling ICML 2025 Audio Large Language Models Can Be Descriptive Speech Quality Evaluators ICLR 2025 DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs ICCV 2025 EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer Interspeech 2025 DreamVoice: Text-Guided Voice Conversion Interspeech 2024 Finding Spoken Identifications: Using GPT-4 Annotation for an Efficient and Fast Dataset Creation Pipeline COLING 2024 Noise-robust Speech Separation with Fast Generative Correction Interspeech 2024 Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset NeurIPS 2023 DuTa-VC: A Duration-aware Typical-to-atypical Voice Conversion Approach with Diffusion Probabilistic Model Interspeech 2023 NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS Interspeech 2023 Calibrate and Refine! A Novel and Agile Framework for ASR Error Robust Intent Detection Interspeech 2022 Improving Target Sound Extraction with Timestamp Information Interspeech 2022 RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection Interspeech 2022 Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention AAAI 2021 SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification Interspeech 2021 TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation Interspeech 2021 Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification Interspeech 2021 Environmental Sound Classification with Parallel Temporal-Spectral Attention Interspeech 2020