Weiqiang Zhang
Assistant Professor
Works on speech and audio technology, including speech recognition and speaker recognition, and leads the Speech and Audio Technology Lab.
Weiqiang Zhang's lab at Tsinghua works on speech recognition & spoken language, music, audio & sound and recognition, detection & segmentation. 48 papers since 2023, 35 at top venues, mostly ICASSP and Interspeech. Applications close .
At a glance
- papers, 2023–2026
- 13/ year
- at T1 venues
- 73%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 14 papers2026 · T1 12 · collecting
- 14 papers2025 · T1 12
- 9 papers2024 · T1 5
- 11 papers2023 · T1 6
T1 venuesOtherVenues: ICASSP, Interspeech, TASLP, ACL, ASRU
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation24 papers
- Speech recognition & spoken language20 papers
- speech15 papers
- Music, audio & sound9 papers
- audio4 papers
Paper list
From the lab homepage.
202614 papers
- Digital Signal ProcessingAccelerating Cross-correlation for long sequences with short lag constraints: An optimized block-wise approach
- Interspeech (T1)Acoustic and semantic feature fusion mapping for lyric intelligibility prediction
- ICASSP (T1)ALMA-Chor: Leveraging audio-lyric alignment with mamba for chorus detection
- ICML (T1)Backjump-on-Graph: Empowering LLMs with reinforced retrospective exploration for agentic KG reasoning
- Interspeech (T1)DiaMoE-TTS: A unified IPA-based dialect TTS framework with parameter-efficient adaptation and reward-driven optimization
- ICASSP (T1)Enhancing multilingual LLM-based ASR with mixture of experts and dynamic downsampling
- ICLR (T1)Explore-on-Graph: Incentivizing autonomous exploration of large language models on knowledge graphs with path-refined reward modeling
- Neural NetworksGradient-aware knowledge distillation: Tackling gradient insensitivity through teacher guided gradient scaling
- Interspeech (T1)PAN-mask: Pathology-aware neurological masking with end-to-end learnable weights for neurological disorder detection from speech
- ICASSP (T1)RefGen: Reference-guided synthetic data generation for anomalous sound detection
- ICASSP (T1)SARNet: A spike-aware consecutive validation framework for accurate remaining useful life prediction
- Interspeech (T1)UGPCB: Uncertainty-gated phonetic contextual biasing for improving hotword recognition in large speech models
202514 papers
- ICASSP (T1)Adaptive prototype learning for anomalous sound detection with partially known attributes
- Structural Health MonitoringDamage detection and classification of carbon fiber-reinforced polymer composite materials based on acoustic emission and convolutional recurrent neural network
- ICASSP (T1)Data-efficient low-complexity acoustic scene classification via distilling and progressive pruning
- Interspeech (T1)DepressGEN: Synthetic data generation framework for depression detection
- Interspeech (T1)Empowering large language models for end-to-end speech translation leveraging synthetic data
- TASLP (T1)Exploring self-supervised audio models for generalized anomalous sound detection
- ACL (T1)GigaSpeech 2: An evolving, large-scale and multi-domain ASR corpus for low-resource languages with automated crawling, transcription and refinement
- ICASSP (T1)Improving acoustic scene classification in low-resource conditions
- ICASSP (T1)Integrating pause information with word embeddings in language models for Alzheimer’s disease detection from spontaneous speech
- ICASSP (T1)Metadata-enhanced speech emotion recognition: Augmented residual integration and co-attention in two-stage fine-tuning
- Interspeech (T1)PPGs-BERT: Leveraging phoneme sequence and BERT for Alzheimer’s disease detection from spontaneous speech
- Computer Speech & LanguageSpeechColab leaderboard: An open-source platform for automatic speech recognition evaluation
20249 papers
- IEEE Sensors JournalAE-IRMamba: Low complexity inverted residual Mamba for identification of piezoelectric ceramic and optical fiber acoustic emission sensors signals
- Interspeech (T1)AnoPatch: Towards better consistency in machine anomalous sound detection
- GLOBECOMCoopASD: Cooperative machine anomalous sound detection with privacy concerns
- ICASSP (T1)Exploring large scale pre-trained models for robust machine anomalous sound detection
- SLTImproving anomalous sound detection via low-rank adaptation fine-tuning of pre-trained audio models
- Interspeech (T1)Improving Whisper’s recognition performance for under-represented language Kazakh leveraging unpaired speech and text
- Interspeech (T1)Simul-Whisper: Attention-guided streaming Whisper with truncation detection
- IEEE Journal of Selected Topics in Signal ProcessingUnstructured pruning and low rank factorisation of self-supervised pre-trained speech models
- ICASSP (T1)Whisper-based transfer learning for Alzheimer disease classification: Leveraging speech segments with full transcripts as prompts
202311 papers
- ICASSP (T1)Cross-lingual Alzheimer’s disease detection based on paralinguistic and pre-trained features
- GLOBECOMDecoupling detectors for scalable anomaly detection in AIoT systems with multiple machines
- Interspeech (T1)DistilXLSR: A light weight cross-lingual speech representation model
- ASRUExploring effective distillation of self-supervised speech models for automatic speech recognition
- TASLP (T1)Improving speech translation by cross-modal multi-grained contrastive learning
- TASLP (T1)LMD: A learnable mask network to detect adversarial examples for speaker verification
- Computers in Biology and MedicineMVKT-ECG: Efficient single-lead ECG classification for multi-label arrhythmia by multi-view knowledge transferring
- IEEE Signal Processing LettersSymmetric saliency-based adversarial attack to speaker identification
- Interspeech (T1)Task-agnostic structured pruning of speech representation models
- ASRUTransferring speech-generic and depression-specific knowledge for Alzheimer’s disease detection
- ICASSP (T1)Unsupervised anomaly detection and localization of machine audio: A GAN-based approach
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
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