| Make-an-audio: Text-to-audio generation with prompt-enhanced diffusion models R Huang*, J Huang*, D Yang*, Y Ren, L Liu, M Li, Z Ye, J Liu, X Yin, ... ICML 2023, 2023 | 500 | 2023 |
| Diffsound: Discrete diffusion model for text-to-sound generation D Yang, J Yu, H Wang, W Wang, C Weng, Y Zou, D Yu IEEE Transactions on Audio, Speech and Language Processing (TASLP)., 2023 | 441 | 2023 |
| AudioGPT: Understanding and generating speech, music, sound, and talking head R Huang*, M Li*, D Yang*, J Shi*, X Chang, Z Ye, Y Wu, Z Hong, J Huang, ... AAAI, demo 2024, 2023 | 358 | 2023 |
| NaturalSpeech 3: Zero-shot speech synthesis with factorized codec and diffusion models Z Ju, Y Wang, K Shen, X Tan, D Xin, D Yang, Y Liu, Y Leng, K Song, ... ICML 2024, 2024 | 340 | 2024 |
| UniAudio: An Audio Foundation Model Toward Universal Audio Generation D Yang*, J Tian*, X Tan, R Huang, S Liu, X Chang, J Shi, S Zhao, J Bian, ... ICML 2024, 2023 | 247* | 2023 |
| Hifi-codec: Group-residual vector quantization for high fidelity audio codec D Yang, S Liu, R Huang, J Tian, C Weng, Y Zou arXiv preprint arXiv:2305.02765, 2023 | 199 | 2023 |
| InstructTTS: Modelling expressive TTS in discrete latent space with natural language style prompt D Yang*, S Liu*, R Huang, C Weng, H Meng IEEE Transactions on Audio, Speech and Language Processing (TASLP), 2024 | 137 | 2024 |
| Kimi-audio technical report D Ding, Z Ju, Y Leng, S Liu, T Liu, Z Shang, K Shen, W Song, X Tan, ... arXiv preprint arXiv:2504.18425, 2025 | 112 | 2025 |
| Make-an-audio 2: Temporal-enhanced text-to-audio generation J Huang, Y Ren, R Huang, D Yang, Z Ye, C Zhang, J Liu, X Yin, Z Ma, ... arXiv preprint arXiv:2305.18474, 2023 | 112 | 2023 |
| Prompttts 2: Describing and generating voices with text prompt Y Leng, Z Guo, K Shen, X Tan, Z Ju, Y Liu, Y Liu, D Yang, L Zhang, ... ICLR 2024, 2023 | 67 | 2023 |
| A Mutual learning framework for Few-shot Sound Event Detection D Yang, H Wang, Y Zou, Z Ye, W Wang ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 50* | 2022 |
| Make-a-voice: Revisiting voice large language models as scalable multilingual and multitask learners R Huang, C Zhang, Y Wang, D Yang, J Tian, Z Ye, L Liu, Z Wang, Z Jiang, ... Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 49* | 2024 |
| Simplespeech 2: Towards simple and efficient text-to-speech with flow-based scalar latent transformer diffusion models D Yang, R Huang, Y Wang, H Guo, D Chong, S Liu, X Wu, H Meng IEEE Transactions on Audio, Speech and Language Processing (TASLP), 2024 | 48 | 2024 |
| Rall-e: Robust codec language modeling with chain-of-thought prompting for text-to-speech synthesis D Xin, X Tan, K Shen, Z Ju, D Yang, Y Wang, S Takamichi, H Saruwatari, ... arXiv preprint arXiv:2404.03204, 2024 | 45 | 2024 |
| Improving Text-Audio Retrieval by Text-aware Attention Pooling and Prior Matrix Revised Loss Y Xin, D Yang, Y Zou ICASSP2023, 2023 | 45 | 2023 |
| Towards data distillation for end-to-end spoken conversational question answering C You, N Chen, F Liu, D Yang, Y Zou arXiv preprint arXiv:2010.08923, 2021 | 45 | 2021 |
| Improving the Performance of Automated Audio Captioning via Integrating the Acoustic and Semantic Information Z Ye, H Wang, D Yang, Y Zou Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2021 | 38 | 2021 |
| Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches Z Zhao, D Yang, R Gu, H Zhang, Y Zou Interspeech2022, 2022 | 36 | 2022 |
| UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner D Yang, H Guo, Y Wang, R Huang, X Li, X Tan, X Wu, H Meng NIPS 2024, 2024 | 35 | 2024 |
| MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark D Wang, J Wu, J Li, D Yang, X Chen, T Zhang, H Meng arXiv preprint arXiv:2506.04779, 2025 | 26 | 2025 |
Yuexian ZouPeking University Shenzhen Graduate SchoolVerified email at pku.edu.cn
