% Key papers for Neural text-to-speech synthesis (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{neurips2019_fastspeech_58272, title = {{FastSpeech: Fast, Robust and Controllable Text to Speech}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/13497}, } @inproceedings{neurips2017_deep_56249, title = {{Deep Voice 2: Multi-Speaker Neural Text-to-Speech}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/9081}, } @inproceedings{neurips2020_glow_59952, title = {{Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17587}, } @inproceedings{cvpr2020_learning_15763, title = {{Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{iclr2021_flowtron_30170, title = {{Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/3204}, } @inproceedings{icml2017_dual_36166, title = {{Dual Supervised Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2017}, url = {https://icml.cc/virtual/2017/poster/763}, } @inproceedings{cvpr2024_diffsheg_23189, title = {{DiffSHEG: A Diffusion-Based Approach for Real-Time Speech-driven Holistic 3D Expression and Gesture Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30816}, } @inproceedings{cvpr2023_qpgesture_21952, title = {{QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21695}, } @inproceedings{icml2021_meta_39607, title = {{Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/9659}, } @inproceedings{neurips2023_voicebox_69060, title = {{Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70815}, } @inproceedings{iclr2019_hierarchical_29217, title = {{Hierarchical Generative Modeling for Controllable Speech Synthesis}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2019}, url = {https://iclr.cc/virtual/2019/poster/754}, } @inproceedings{iclr2024_naturalspeech_34438, title = {{NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18637}, } @inproceedings{cvpr2024_emotional_23359, title = {{Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30170}, } @inproceedings{iclr2021_end_30673, title = {{End-to-end Adversarial Text-to-Speech}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/2778}, } @inproceedings{aaai2023_a_3032, title = {{A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26488}, } @inproceedings{aaai2024_unicats_7694, title = {{UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29747}, } @inproceedings{neurips2021_noresqa_62242, title = {{NORESQA: A Framework for Speech Quality Assessment using Non-Matching References}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27147}, } @inproceedings{neurips2023_styletts_69336, title = {{StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70566}, } @inproceedings{icml2022_translatotron_41293, title = {{Translatotron 2: High-quality direct speech-to-speech translation with voice preservation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2022}, url = {https://icml.cc/virtual/2022/poster/16401}, } @inproceedings{icml2024_naturalspeech_44900, title = {{NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33552}, } @inproceedings{cvpr2024_faces_23444, title = {{Faces that Speak: Jointly Synthesising Talking Face and Speech from Text}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31880}, } @inproceedings{aaai2025_techsinger_10935, title = {{TechSinger: Technique Controllable Multilingual Singing Voice Synthesis via Flow Matching}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34571}, } @inproceedings{cvpr2025_retrieving_27455, title = {{Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33342}, } @inproceedings{aaai2026_indextts2_108468, title = {{IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/40820}, } @inproceedings{aaai2024_let_6519, title = {{Let There Be Sound: Reconstructing High Quality Speech from Silent Videos}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28055}, } @inproceedings{neurips2024_covomix_72454, title = {{CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94904}, } @inproceedings{aaai2025_emoreg_8934, title = {{EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34569}, } @inproceedings{neurips2025_covomix2_74741, title = {{CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=0fq8vYOnxi}, } @inproceedings{iclr2024_generative_34190, title = {{Generative Pre-training for Speech with Flow Matching}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18885}, } @inproceedings{icml2025_emotional_46651, title = {{Emotional Face-to-Speech}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45920}, } @inproceedings{icml2025_etta_47724, title = {{ETTA: Elucidating the Design Space of Text-to-Audio Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/44876}, } @inproceedings{icml2025_dmospeech_48573, title = {{DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/44048}, } @inproceedings{neurips2025_mooncast_76731, title = {{MoonCast: High-Quality Zero-Shot Podcast Generation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=MVlKSYR7HX}, } @inproceedings{neurips2025_tadicodec_80115, title = {{TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=wHsFqmM1rp}, } @inproceedings{iclr2025_maskgct_81396, title = {{MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/30376}, }