TTS Synthesis

TTS: Text-to-Speech

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41 papers in the last four weeks, up 242% on the four weeks before. 0.4% of all new papers.

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  1. NüshuVoice: Reviving the Voice of Endangered Nüshu with Pitch-Aware Text-to-Speech

    Jun 8, 2026Hongkun Yang, Xinhui Yi, Xiyan Zhao +13TTS SynthesisLow-Resource TTS Synthesis

    1Ocean University of China · 2The Hong Kong Polytechnic University · 3Cornell University +5

  2. End-to-End Training for Discrete Token LLM based TTS System

    Jun 8, 2026Changfeng Gao, Yong Ren, Jun Yuan +3TTS SynthesisSpeech Processing

    Tencent Yuanbao, China

  3. FlashTTS: Fast Streaming TTS with MTP Acceleration and X-pred Mean Flow Distillation

    Jun 8, 2026Hanke Xie, Xiaming Ren, Dake Guo +10Flow MatchingMulti-Token Prediction

    Huawei Technologies Co., Ltd

  4. EmoInstruct-TTS: Dual-Path Instruction-Guided Emotional Speech Synthesis

    Jun 8, 2026Minghui Wu, Ganjun Liu, Zikun Fang +6Representation LearningTTS Synthesis

    University of Science and Technology of China, China · iFLYTEK Research, China · Huawei Technologies Co., Ltd., China

  5. BareWave: Waveform-Native Flow-Matching Text-to-Speech

    Jun 8, 2026Wei Fan, Chao-Hong Tan, Qian Chen +5Flow MatchingTTS Synthesis

    1Anhui Province Key Laboratory of Digital Security · 2Tongyi Fun Team, Alibaba Group

  6. KIT's Submission to Cross-Lingual Voice Cloning in IWSLT 2026

    Jun 5, 2026Seymanur Akti, Alexander WaibelTTS SynthesisCross-Lingual Transfer

    Karlsruhe Institute of Technology (KIT) · KIT Campus Transfer (KCT) · Carnegie Mellon University (CMU)

  7. Pixel-TTS: Image based Text Rendering for Robust Text-to-Speech

    Jun 5, 2026Adarsh Arigala, Arjun Gangwar, S Umesh +1TTS SynthesisZero-Shot TTS

    SPRING Lab, Indian Institute of Technology, Madras, India · 2MBZUAI, UAE

  8. dots.tts Technical Report

    Jun 5, 2026Shi Lian, Changtao Li, Bohan Li +6TTS SynthesisSpeech Foundation Models

  9. Multilingual Multi-Speaker Unit Vocoders: A Systematic Analysis of Discrete Speech Representations

    Jun 4, 2026Naman Kothari, Arjun Gangwar, Adarsh Arigala +1TTS SynthesisSpeech Processing

    National Institute of Technology, Trichy · Indian Institute of Technology, Madras

  10. GLASS: GRPO-Trained LoRA for Acoustic Style Steering in Zero-Shot Text-to-Speech

    Jun 4, 2026Jaehoon Kang, Yejin Lee, Kyuhong ShimTTS SynthesisAdapter Tuning

    Department of Artificial Intelligence, Sungkyunkwan University, Korea

  11. UniVoice: A Unified Model for Speech and Singing Voice Generation

    Jun 4, 2026Junjie Zheng, Huixin Xue, Shihong Ren +3Singing Voice SynthesisTTS Synthesis

    1Giant Network · 2Shanghai Conservatory of Music

  12. Task-Vector Arithmetic for Emotional Expressivity Control in Language-Model-Based Text-to-Speech

    Jun 3, 2026Daniel Oliveira de Brito, Arnaldo Candido JuniorTTS SynthesisTask Arithmetic

    Instituto de Biociências, Letras e Ciências Exatas Universidade Estadual Paulista “Júlio de Mesquita Filho” (UNESP) São José do Rio Preto, SP, Brazil

  13. WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling

    Jun 2, 2026Wenxi Chen, Dongya Jia, Yushen Chen +11TTS SynthesisAudio Diffusion Models

    Shanghai Jiao Tong University · Shanghai Innovation Institute · ByteDance Seed

  14. UniVocal: Unified Speech-Singing Code-Switching Synthesis

    Jun 1, 2026Yufei Shi, Qian Chen, Wen Wang +3Singing Voice SynthesisTTS Synthesis

    Tongyi Fun Team, Alibaba Group

  15. Sparse Autoencoders for Interpretable Emotion Control in Text-to-Speech

    May 31, 2026Hongfei Du, Jiacheng Shi, Sidi Lu +2TTS SynthesisSparse Autoencoders

    Department of Computer Science, William & Mary, USA.

  16. UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion

    May 29, 2026Zhaoqing Li, Haoning Xu, Jingran Su +9Text-to-Audio GenerationTTS Synthesis

    The Chinese University of Hong Kong · The Hong Kong Polytechnic University · City University of Hong Kong +3

  17. ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment

    May 29, 2026Jun-Hak Yun, Seung-Bin Kim, Seong-Whan LeeCross-Modal Representation LearningTTS Synthesis

    Department of Artificial Intelligence, Korea University, Seoul, Korea

  18. Chatterbox-Flash: Prior-Calibrated Block Diffusion for Streaming Zero-Shot TTS

    May 29, 2026Deokjin Seo, Gangin Park, Kihyun NamTTS SynthesisStreaming TTS Synthesis

    Seoul National University · KAIST

  19. PilotTTS: A Disciplined Modular Recipe for Competitive Speech Synthesis

    May 26, 2026Bowen Li, Shaotong Guo, Zhen Wang +11TTS SynthesisZero-Shot TTS

    Amap, Alibaba Group · The Chinese University of Hong Kong, Shenzhen

  20. Continual Speaker Identity Unlearning with Minimal Interference

    May 25, 2026Jinju Kim, Yunsung Kang, Gyeong-Moon Park +1TTS SynthesisZero-Shot TTS

    Sungkyunkwan University · Korea University

  21. RobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching

    May 21, 2026Jinhyeok Yang, Hyeongju Kim, Yechan Yu +3Flow MatchingTTS Synthesis

    Supertone Inc, South Korea · Independent Researcher, South Korea

  22. Evaluating Speech Articulation Synthesis with Articulatory Phoneme Recognition

    May 20, 2026Vinicius Ribeiro, Yves LaprieTTS SynthesisSpeech Quality Assessment

    Universit´e de Lorraine, CNRS, Inria, LORIA · CNRS · Inria +1

  23. DUET: Unified Dual-Space Emotion Control for Diffusion and Flow-Matching Driven Text-to-Speech

    May 20, 2026Xu Zhang, Longbing Cao, Zhangkai WuTTS SynthesisAudio Diffusion Models

    Frontier AI Research Centre, Macquarie University, Sydney, NSW, Australia

  24. Bridging the Gap: Converting Read Text to Conversational Dialogue

    May 18, 2026Parshav Singla, Agnik Banerjee, Aaditya Arora +5TTS SynthesisSpeech Prosody

    Thapar Institute of Engineering and Technology, Patiala, India · Samsung Research and Development Institute, Bangalore, India

  25. AgentSteerTTS: A Multi-Agent Closed-Loop Framework for Composite-Instruction Text-to-Speech

    May 14, 2026Bin Kang, Shaoguo Wen, Yang Fan +6TTS SynthesisControllable Speech Generation

    University of Chinese Academy of Sciences · Shenzhen Loop Area Institute · Tencent Turinglab +2

  26. AuDirector: A Self-Reflective Closed-Loop Framework for Immersive Audio Storytelling

    May 12, 2026Yiming Ren, Xuenan Xu, Ziyang Zhang +3TTS SynthesisHuman-in-the-Loop AI

    Shanghai Artificial Intelligence Laboratory · Tsinghua University

  27. Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech

    May 10, 2026Dong Yang, Yiyi Cai, Haoyu Zhang +2Flow MatchingTTS Synthesis

    1The University of Tokyo · 2Independent Researcher

  28. WavCube: Unifying Speech Representation for Understanding and Generation via Semantic-Acoustic Joint Modeling

    May 7, 2026Guanrou Yang, Tian Tan, Qian Chen +12Audio Representation LearningTTS Synthesis

    Shanghai Jiao Tong University · Independent Researcher · Shanghai Innovation Institute +4

  29. X-Voice: Enabling Everyone to Speak 30 Languages via Zero-Shot Cross-Lingual Voice Cloning

    May 7, 2026Rixi Xu, Qingyu Liu, Haitao Li +10TTS SynthesisZero-Shot TTS

    1MoE Key Lab of Artificial Intelligence, X-LANCE Lab, Shanghai Jiao Tong University · Center for Language and Speech Processing, Johns Hopkins University · 2Shanghai Innovation Institute +4

  30. Tibetan-TTS:Low-Resource Tibetan Speech Synthesis with Large Model Adaptation

    May 4, 2026Jiaxu He, Chao Wang, Jie Lian +4TTS SynthesisLow-Resource TTS Synthesis

    Xingchen AGI Lab, China Telecom Artificial Intelligence Technology Co. Ltd · Qinghai Normal University, Xining, China · University of Electronic Science and Technology of China,Chengdu,China +1

  31. SPARCLE: SPeaker-aware Aligned Representations via Contrastive Language Embeddings

    May 1, 2026Priyam Mazumdar, Yurii Halychanskyi, Steven Guo +2Representation LearningTTS Synthesis

    University of Illinois Urbana-Champaign, USA · National Center for Supercomputing Applications, USA

  32. JaiTTS: A Thai Voice Cloning Model

    Apr 30, 2026Jullajak Karnjanaekarin, Pontakorn Trakuekul, Narongkorn Panitsrisit +5TTS SynthesisAudio Generation

    Jasmine Technology Solution · Sirindhorn International Institute of Technology · Department of Linguistics, Chulalongkorn University

  33. The False Resonance: A Critical Examination of Emotion Embedding Similarity for Speech Generation Evaluation

    Apr 29, 2026Yun-Shao Tsai, Yi-Cheng Lin, Huang-Cheng Chou +5TTS SynthesisSpeech Generation Evaluation

    Graduate Institute of Communication Engineering, National Taiwan University, Taiwan · Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, USA · Gilbert AI Lab, USA +2

  34. One Voice, Many Tongues: Cross-Lingual Voice Cloning for Scientific Speech

    Apr 28, 2026Amanuel Gizachew Abebe, Yasmin MoslemTTS SynthesisText-to-Speech

    Shaggar Institute of Technology · Shaggar City, Ethiopia · Trinity College Dublin +1

  35. PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech

    Apr 28, 2026Venkata Pushpak Teja MentaTTS SynthesisSpeech Generation Evaluation

    Praxel Ventures

  36. Praxy Voice: Voice-Prompt Recovery + BUPS for Commercial-Class Indic TTS from a Frozen Non-Indic Base at Zero Commercial-Training-Data Cost

    Apr 28, 2026Venkata Pushpak Teja MentaTTS SynthesisText-to-Speech

    Praxel Ventures

  37. V.O.I.C.E (Voice, Ownership, Identity, Control, Expression): Risk Taxonomy of Synthetic Voice Generation From Empirical Data

    Apr 25, 2026Tanusree Sharma, Anish Krishnagiri, Lili Dudas +2TTS SynthesisAudio Generation

    Penn State University · University of Dhaka · Arizona State University

  38. TTS-PRISM: A Perceptual Reasoning and Interpretable Speech Model for Fine-Grained Diagnosis

    Apr 24, 2026Xi Wang, Jie Wang, Xingchen Song +8TTS SynthesisSpeech Generation Evaluation

    Tsinghua University, China · MiLM Plus, Xiaomi Inc., China · The University of Tokyo, Japan

  39. UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions

    Apr 24, 2026Chunyu Qiang, Xiaopeng Wang, Kang Yin +11Text-to-Music GenerationText-to-Audio Generation

    1Tianjin University, Tianjin, China · 2Kling Team, Kuaishou Technology, Beijing, China · Institute of Automation, Chinese Academy of Sciences, Beijing, China

  40. Preferences of a Voice-First Nation: Large-Scale Pairwise Evaluation and Preference Analysis for TTS in Indian Languages

    Apr 23, 2026Srija Anand, Ashwin Sankar, Ishvinder Sethi +10Pairwise Preference LearningHuman Preference Evaluation

    Indian Institute of Technology Madras, India · AI4Bharat, India · Josh Talks, India

  41. MAGIC-TTS: Fine-Grained Controllable Speech Synthesis with Explicit Local Duration and Pause Control

    Apr 23, 2026Jialong Mai, Xiaofen Xing, Xiangmin XuTTS SynthesisSpeech Prosody

    South China University of Technology

  42. Voice Mapping of Text-to-Speech Systems: A Metric-Based Approach for Voice Quality Assessment

    Apr 21, 2026Huanchen Cai, Sten TernströmTTS SynthesisSpeech Quality Assessment

    Division of Speech, Music and Hearing, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, SE-100 44 Stockholm, Sweden

  43. Self-EmoQ: Plutchik-Guided Value-based Planning to Drive Streaming Emotional TTS

    Apr 21, 2026Yue Zhao, Hongyan Li, Yong Chen +1TTS SynthesisStreaming TTS Synthesis

    Geely AI Lab

  44. ATRIE: Adaptive Tuning for Robust Inference and Emotion in Persona-Driven Speech Synthesis

    Apr 21, 2026Aoduo Li, Haoran Lv, Hongjian Xu +5TTS SynthesisControllable Speech Generation

    Guangdong University of Technology Guangzhou, China · South China University of Technology Guangzhou, China · Shenzhen Polytechnic University Shenzhen, China +2

  45. MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech

    Apr 20, 2026Huakang Chen, Jingbin Hu, Liumeng Xue +12TTS SynthesisSpeech Generation Evaluation

    School of Intelligence Science and Technology, Nanjing University, Suzhou, China · Yutu Zhineng, Beijing, China · Lingguang Zhaxian Technology, Shanghai, China

  46. AST: Adaptive, Seamless, and Training-Free Precise Speech Editing

    Apr 17, 2026Sihan Lv, Yechen Jin, Zhen Li +5TTS SynthesisAudio Editing

    School of Software Technology, Zhejiang University, Hangzhou, China · Institute of Remote Sensing Satellite, China Academy of Space Technology, Beijing, China · Innovation and Management Center of the School of Software (Ningbo), Zhejiang University, Ningbo, China +1

  47. Qwen3.5-Omni Technical Report

    Apr 17, 2026Qwen TeamMultimodal GroundingAudio-Visual Understanding

    Qwen Team

  48. Acoustic and perceptual differences between standard and accented speech and their voice clones

    Apr 2, 2026Tianle Yang, Chengzhe Sun, Phil Rose +1TTS SynthesisAudio Generation

    Department of Linguistics, University at Buffalo, United States · Department of Computer Science and Engineering, University at Buffalo, United States · Emeritus Faculty, Australian National University, Australia

  49. SelfTTS: cross-speaker style transfer through explicit embedding disentanglement and self-refinement using self-augmentation

    Mar 23, 2026Lucas H. Ueda, João G. T. Lima, Pedro R. Corrêa +3Disentangled Representation LearningTTS Synthesis

    Universidade Estadual de Campinas (UNICAMP), Brazil · CPQD, Brazil

  50. WAND: Windowed Attention and Knowledge Distillation for Efficient Autoregressive Text-to-Speech Models

    Mar 17, 2026Hanna Lee, Tan Dat Nguyen, Jaehoon Kang +1TTS SynthesisSelf-Attention

    Korea Advanced Institute of Science and Technology, Republic of Korea · Sungkyunkwan University, Republic of Korea

  51. Speech Generation Speaker Poisoning: Capability Erasure in Zero-Shot Text-to-Speech

    Mar 8, 2026Thanathai Lertpetchpun, Thanapat Trachu, Sai Praneeth Karimireddy +1TTS SynthesisZero-Shot TTS

    Signal Analysis and Interpretation Laboratory, University of Southern California · Thomas Lord Department of Computer Science, University of Southern California

  52. CTC-TTS: LLM-based dual-streaming text-to-speech with CTC alignment

    Feb 23, 2026Hanwen Liu, Saierdaer Yusuyin, Hao Huang +1TTS SynthesisStreaming TTS Synthesis

    School of Computer Science and Technology, Xinjiang University, China · Speech Processing and Machine Intelligence (SPMI) Lab, Tsinghua University, China

  53. Zero-Shot Lombard Speech Synthesis with Controllable Style Embeddings

    Jan 19, 2026Seymanur Akti, Alexander WaibelTTS SynthesisZero-Shot TTS

    KIT Campus Transfer GmbH (KCT) · Karlsruhe Institute of Technology (KIT) · Carnegie Mellon University (CMU)

  54. Decoding Order Matters in Autoregressive Speech Synthesis

    Jan 13, 2026Minghui Zhao, Anton RagniAdaptive InferenceTTS Synthesis

    School of Computer Science, University of Sheffield, 211 Portobello, Sheffield S1 4DP, UK

  55. SyncVoice: Simple and Effective Automatic Video Dubbing with Vision-Augmented TTS

    Nov 23, 2025Kaidi Wang, Yi He, Wenhao Guan +9TTS SynthesisAudio-Visual Synchronization

    School of Informatics, Xiamen University, China · MiLM Plus, Xiaomi Inc., China · School of Electronic Science and Engineering, Xiamen University, China +1

  56. ParsVoice: A Large-Scale Multi-Speaker Persian Speech Corpus for Text-to-Speech Synthesis

    Oct 12, 2025Mohammad Javad Ranjbar Kalahroodi, Heshaam Faili, Azadeh ShakeryTTS SynthesisSpeech Processing

    School of Electrical and Computer Engineering, University of Tehran, Iran · Institute for Research in Fundamental Sciences (IPM), Tehran, Iran

  57. UtterTune: LoRA-Based Target-Language Pronunciation Edit and Control in Multilingual Text-to-Speech

    Aug 13, 2025Shuhei KatoTTS SynthesisSpeech Prosody

    Independent Researcher Tokyo, Japan

  58. Phonikud: Overcoming Phonetic Underspecification for Hebrew Text-To-Speech

    Jun 14, 2025Yakov Kolani, Maxim Melichov, Cobi Calev +1TTS SynthesisG2P Conversion

    Independent Researcher · Reichman University, Israel · Cisco Systems +2