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Junqing Peng

4 papers · 2022–2025 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

Interspeech (2) AAAI (1) EMNLP (1)

Top co-authors

Zuheng Kang (4) Jianzong Wang (4) Jing Xiao (3) Botao Zhao (2) Xiaoyang Qu (2) Pengcheng Li (1) Yayun He (1)

Research topics

Machine Learning (3) Core Methods (3) Artificial Intelligence (1) Deep Learning (1) Reinforcement Learning (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

speech emotion recognition (2) representation learning (2) reinforcement learning (1) multi-task learning (1) policy optimization (1) multimodal learning (1) deep regression (1) speaker verification (1) benchmark dataset (1) imbalanced regression (1) emotion classification (1) triplet loss (1) voice activity detection (1) audio-language model (1) label distance (1) contrastive learning (1)

Papers

ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025 EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition EMNLP 2025 SVVAD: Personal Voice Activity Detection for Speaker Verification Interspeech 2023 SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning Interspeech 2022