XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model

ASVspoof 5: crowdsourced speech data, deepfakes, and adversarial attacks at scale

Wang, X., Delgado, H., Tak, H., Jung, J.-W., Shim, H.-J., Todisco, M., Kukanov, I., Liu, X., Sahidullah, M., Kinnunen, T. H., et al. (2024) · The Automatic Speaker Verification Spoofing Countermeasures Workshop (ASVspoof 2024) · doi:10.21437/asvspoof.2024-1 · Cited by 101

ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech

Wang, X., Delgado, H., Tak, H., Jung, J.-W., Shim, H.-J., Todisco, M., Kukanov, I., Liu, X., Sahidullah, M., Kinnunen, T., et al. (2026) · Computer Speech & Language · doi:10.1016/j.csl.2025.101825 · Cited by 30

Where are We in Audio Deepfake Detection? A Systematic Analysis over Generative and Detection Models

Li, X., Chen, P., & Wei, W. (2025) · ACM Transactions on Internet Technology · doi:10.1145/3736765 · Cited by 24

Recent Advances in Discrete Speech Tokens: A Review

Guo, Y., Li, Z., Wang, H., Li, B., Shao, C., Zhang, H., Du, C., Xie, C., Liu, S., & Yu, K. (2025) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2025.3643619 · Cited by 58

A comprehensive survey with critical analysis for deepfake speech detection

Pham, L. D., Lam, P., Tran, D., Tang, H., Nguyen, T., Schindler, A., Skopik, F., Polonsky, A., & Vu, H. C. (2025) · Computer Science Review · doi:10.1016/j.cosrev.2025.100757 · Cited by 28

MPE-TTS: Customized Emotion Zero-Shot Text-To-Speech Using Multi-Modal Prompt

Wu, Z., Kang, Y., Cao, S., Ma, L., Li, Q., & Yang, Q. (2025) · Interspeech (USB) · doi:10.21437/interspeech.2025-1115 · Cited by 1

LIST: Language-Independent Speech Token for Multilingual Speech Synthesis with Language Models

Liu, C., Ling, Z.-H., & Gu, Y. (2025) · Interspeech (USB) · doi:10.21437/interspeech.2025-1752

XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech

Nguyen, L. T., Pham, T. H., & Nguyen, D. Q. (2023) · Interspeech (USB) · doi:10.21437/interspeech.2023-444 · Cited by 13

Cross-Lingual, Multi-Speaker Text-To-Speech Synthesis Using Neural Speaker Embedding

Chen, M., Chen, M., Liang, S., Ma, J., Chen, L., Wang, S., & Xiao, J. (2019) · Interspeech (USB) · doi:10.21437/interspeech.2019-1632 · Cited by 60

Incorporating Cross-Speaker Style Transfer for Multi-Language Text-to-Speech

Shang, Z., Huang, Z., Zhang, H., Zhang, P., & Yan, Y. (2021) · Interspeech (USB) · doi:10.21437/interspeech.2021-1265 · Cited by 13

Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive BiasPreprint

Jiang, Z. K., Ren, Y., Ye, Z., Liu, J., Zhang, C., Yang, Q., Ji, S., Huang, R., Wang, C., Yin, X., et al. (2023) · arXiv (Cornell University) · doi:10.48550/arxiv.2306.03509 · Cited by 25

SA-RAS: Speaker-Aware Style Retrieval Augmented Generation for Expressive Zero-Shot Text-to-Speech Synthesis

Li, X., Xing, J., Xing, X., Ли, Ж., & Xu, X. (2025) · Interspeech (USB) · doi:10.21437/interspeech.2025-1684

Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition

Ni, J., Wang, L., Gao, H., Qian, K., Zhang, Y., Chang, S., & Hasegawa‐Johnson, M. (2022) · Interspeech (USB) · doi:10.21437/interspeech.2022-816 · Cited by 25

Voice Reconstruction through Large-Scale TTS Models: Comparing Zero-Shot and Fine-tuning Approaches to Personalise TTS in Assistive Communication

Székely, É., Mihajlik, P., Kádár, M. S., & Tóth, L. (2025) · Interspeech (USB) · doi:10.21437/interspeech.2025-1726 · Cited by 2