TTS Evaluation

TTS: Text-to-Speech

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10 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. A Comprehensive Objective Evaluation of Modern Text-to-Speech for Turkish Using Speech Quality Assessment Models

    Oct 5, 2026Yunus Emre Ozkose, Alperen Kahraman, Ali HaznedarogluTTS SynthesisTTS Evaluation

    Sestek, Ankara, Türkiye

  2. Balalaika-Longform: A Russian Speech Corpus for Continuous Long-Form Text-to-Speech

    Sep 30, 2026Nikita Vasiliev, Kirill Borodin, Vasilii Kudryavtsev +2TTS SynthesisTTS Evaluation

    BitmanagerAI, Dubai, UAE · lab260, Yerevan, Armenia · MTUCI, Moscow, Russia

  3. ProxyMOS: Label-Free Speech Quality Assessment by Multi-Teacher Distillation with Adaptive Routing

    Sep 30, 2026Maxim Trokunov, Kirill Borodin, Nikita Vasiliev +1Ensemble LearningTTS Evaluation

    Lab260, Yerevan, Armenia · BitmanagerAI, Dubai, UAE · MTUCI, Moscow, Russia

  4. Repetition, Not Length: Isolating the Counting Failure in Neural Text-to-Speech

    Sep 29, 2026Kirill Borodin, Vasilii Kudryavtsev, Maxim Maslov +1TTS SynthesisTTS Evaluation

    BitmanagerAI, Dubai, UAE · lab260, Yerevan, Armenia · MTUCI, Moscow, Russia

  5. Same Bit Width, Different Outcomes: Post-Training Quantization of Text-to-Speech Across Architectures

    Sep 24, 2026Se Un Park, Yutae Kim, Junyoung ParkTTS EvaluationWeight-Only Quantization

    UX Factory, Inc.

  6. NADI 2026: The Second Multidialectal Arabic Speech Processing Shared Task

    Sep 22, 2026Peter Sullivan, Bashar Talafha, Ahmed Ashraf +11ASR EvaluationSpoken Language Understanding

    The University of British Columbia · King Fahd University of Petroleum & Minerals · Avignon Université +4

  7. Multi-Dimensional Prosody Judgment For Live Streaming Speech Synthesis

    Sep 17, 2026Zifan Guan, Longyu Lu, Junan Zhang +3Speech Generation EvaluationTTS Evaluation

    The Chinese University of Hong Kong, Shenzhen, China · TaoLive-AIGC Team Taobao & Tmall Group of Alibaba

  8. Taming Long-form Text-to-Speech

    Sep 15, 2026Rongxiang Wang, Berkin Durmus, Aysegul Orhon +2TTS SynthesisTTS Evaluation

    Argmax, Inc. · University of Virginia · Bilkent University

  9. Tone on a Budget: A Reference-Free Metric for Lexical Tone in Massively Multilingual Text-to-Speech

    Sep 13, 2026Moses Daudu, Adeola Enitan Bamidele, Honor-Jesus BezaleelTTS SynthesisTTS Evaluation

    Landmark University, Omu-Aran, Nigeria · Federal University of Agriculture, Abeokuta, Nigeria · Independent Researcher

  10. Complex-Text Robustness Evaluation and Failure Diagnosis for Low-Resource Multilingual Text-to-Speech

    Sep 11, 2026Tianlun Zuo, Ziyu Zhang, Tingzhi Mao +2TTS SynthesisTTS Evaluation

    iFLYTEK Company Ltd., Xi’an, China

  11. Stabilizing Instruction Supervision for Instruct-TTS via Controllable Diversification and Drift Filtering

    Sep 8, 2026Yizhong Geng, Kecan Mao, Qifei Li +6TTS EvaluationTraining Data Curation

    Beijing University of Posts and Telecommunications, China · Li Auto, China

  12. Building and Evaluating Fixed-Voice Thai TTS from Synthetic Speech

    Sep 3, 2026Kunat Pipatanakul, Potsawee Manakul, Warit Sirichotedumrong +3TTS SynthesisTTS Evaluation

    Wayu Research · Paxa Labs · Typhoon

  13. Ready to Speak: Aligning LLMs for TTS-Friendly Text Generation

    Sep 1, 2026Thibaut Thonet, Jos Rozen, Laurent BesacierLLM AlignmentTTS Evaluation

    NAVER LABS Europe

  14. When Does Predictor-Based RL Align with Human Perception? A Study of Subjective Rewards in Codec-Based Speech Language Models

    Aug 31, 2026Joonyong Park, Jerry LiReward ModelingRL for Language Models

    Spellbrush

  15. ASR-Roundtrip Evaluation Can Mask Context- and Convention-Dependent Reading Errors in Chinese News TTS

    Aug 11, 2026Shijun Luo, Lizhi WanASR EvaluationTTS Synthesis

    NetEase Cloud Music, Hangzhou, China

  16. Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions

    Aug 10, 2026Oluwanifemi Bamgbose, Simon Rosen, Jash Shah +6Audio-Language Model EvaluationHuman Preference Evaluation

    ServiceNow

  17. Domain-Specific Evaluation of Text-to-Speech Systems: A Multi-Metric Benchmarking Study

    Aug 3, 2026Ali Jafar, Amal Sarmad, Shifa Yousaf +1Speech Generation EvaluationTTS Evaluation

    FAST School of Computing, National University of Computer and Emerging Sciences (FAST-NUCES), Lahore, Punjab, Pakistan

  18. Beyond Prompt Adherence: Auditing Attribute-Level Voice Control in Speech Generation

    Aug 1, 2026Xianhao Zhou, Jianghao WuSpeech Generation EvaluationTTS Evaluation

    School of Mechanical and Electrical Engineering, UESTC, Chengdu, China · Faculty of Information Technology, Monash University, Melbourne, Australia

  19. RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems

    Jul 16, 2026David Ayllon, Alice Baird, Jeffrey Brooks +11ASR EvaluationVoice Agent Evaluation

    Hume AI Research

  20. Best-of-NN TTS Evaluation is Confounded by ASR Family Alignment

    Jul 9, 2026Taehyung Yu, Seongjae KangSpeech Generation EvaluationTTS Evaluation

    KAIST, Daejeon, South Korea.

  21. Towards Digital Preservation of Efik: TTS for a Low-Resource African Language

    Jul 5, 2026Offiong Bassey Edet, Emmanuel Oyo-Ita, Archibong Okon Archibong +2TTS SynthesisSpeech Generation Evaluation

    University of Cross River State, Nigeria · ML Collective · University of Calabar, Nigeria

  22. Towards a Phonology-Informed Evaluation of Multilingual TTS

    Jul 2, 2026Sneha Ray Barman, Neeraj Kumar Sharma, Shakuntala MahantaTTS SynthesisSpeech Generation Evaluation

    Centre for Linguistic Science & Technology, IIT Guwahati · Mehta Family School for Data Science & Artificial Intelligence, IIT Guwahati · Department of Humanities & Social Sciences, IIT Guwahati

  23. Is Natural Always Appropriate? Investigating Naturalness and Appropriateness Across Different Domains for TTS Evaluation

    Jun 30, 2026Dominika Woszczyk, Andreas Triantafyllopoulos, Jura Miniota +2TTS SynthesisSpeech Generation Evaluation

    Iconic, United Kingdom · Technische Universität München, Germany · KTH Royal Institute of Technology, Sweden +1

  24. CN-NewsTTS Bench: a target-level automatic benchmark for raw-input Chinese news TTS pronunciation

    Jun 23, 2026Shijun LuoSpeech Generation EvaluationTTS Evaluation

    NetEase Cloud Music, Hangzhou, China

  25. ISCSLP 2026 CoT-TTS Challenge: Chain-of-Thought Reasoning for Context-Aware Text-to-Speech

    Jun 20, 2026Wei Xue, Junlan Feng, Shilei Zhang +9TTS SynthesisTTS Evaluation

    The Hong Kong University of Science and Technology · China Mobile · Jiutian Artificial Intelligence Technology (Beijing) Co., Ltd., China Mobile +3

  26. An Evaluation Framework for Text-to-Speech Voice Reconstruction

    Jun 19, 2026Ariadna Sanchez, Christoph Minixhofer, Korin Richmond +3Speech Generation EvaluationTTS Evaluation

    The Centre for Speech Technology Research, University of Edinburgh, UK

  27. Investigating Human-Model Discrepancies in Speech Quality Assessment via Acoustic and Prosodic Perturbations

    Jun 18, 2026Masato Takagi, Masaya Kawamura, Reo Shimizu +1Human Preference EvaluationSpeech Generation Evaluation

    Nagoya Institute of Technology, Japan · LY Corporation, Japan

  28. OpenBibleTTS: Large-Scale Speech Resources and TTS Models for Low-Resource Languages

    Jun 8, 2026David Guzmán, Luel Hagos Beyene, Jesujoba Oluwadara Alabi +3TTS SynthesisTTS Evaluation

    McGill University · Mila - Quebec AI Institute · AIMS Research and Innovation Centre +3

  29. PashtoTTS-Bench: automated screening for low-resource non-Latin-script text-to-speech

    May 26, 2026Hanif RahmanSpeech Generation EvaluationTTS Evaluation

    aIndependent Researcher

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

    Apr 28, 2026Venkata Pushpak Teja MentaTTS SynthesisSpeech Generation Evaluation

    Praxel Ventures