Text-to-Speech papers, 2023–2026
TTS and vocoders
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 621 papers are tagged with this topic.
Key findings
- Text-to-Speech went from 125 papers in 2023 to 200 in 2026, roughly 1.6x in three years.
- NeurIPS publishes the most Text-to-Speech work: 204 papers from 2023 to 2026, 33% of the four-venue total.
- The fastest-growing overlap is with Object Detection: papers tagged with both rose from 1 in 2023 to 10 in 2026.
- Among the 5 topics under Audio and Speech, it ranks #2 by 2026 paper count; the fastest grower in the group, Audio Generation, is up 4.3x versus 1.6x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 54 | 22 | 26 | 23 | 125 |
| 2024 | 38 | 26 | 21 | 60 | 145 |
| 2025 | 45 | 32 | 16 | 58 | 151 |
| 2026 | 67 | 43 | 36 | 54 | 200 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026CAPER: Clause-Aligned Process Supervision for Text-to-SQL
- ICML 2026Black-Box Detection of LLM-Generated Text Using Generalized Jensen Shannon Divergence
- ICLR 2026CSRv2: Unlocking Ultra-Sparse Embeddings
- CVPR 2026Aligning Text Images and 3D Structure Token-by-Token
- NeurIPS 2025AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
- ICML 2025How to Synthesize Text Data without Model Collapse?
- ICLR 2025AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
- CVPR 2025AMO Sampler: Enhancing Text Rendering with Overshooting
- NeurIPS 2024SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark
- ICML 2024Adaptive Text Watermark for Large Language Models
- ICLR 2024Are Models Biased on Text without Gender-related Language?
- CVPR 2024Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction
- NeurIPS 2023[Re] Pure Noise to the Rescue of Insufficient Data
- ICML 2023Approximation and Estimation Ability of Transformers for Sequence-to-Sequence Functions with Infinite Dimensional Input
- ICLR 2023Bag of Tricks for Unsupervised Text-to-Speech
- CVPR 20233D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
- NeurIPS 2026DiffScore: Text Evaluation Beyond Autoregressive Likelihood
- ICML 2026CoCoEmo: Composable and Controllable Human-Like Emotional TTS via Activation Steering
- ICLR 2026DrVoice: Parallel Speech-Text Voice Conversation Model via Dual-Resolution Speech Representations
- CVPR 2026Learning complete and explainable visual representations from itemized text supervision
All Text-to-Speech papers
621 papers, page 13 of 13
- NeurIPS 2023P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting
- NeurIPS 2023Parts of Speech–Grounded Subspaces in Vision-Language Models
- NeurIPS 2023Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
- NeurIPS 2023Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
- NeurIPS 2023RETVec: Resilient and Efficient Text Vectorizer
- NeurIPS 2023Robust Lipschitz Bandits to Adversarial Corruptions
- NeurIPS 2023Scalable 3D Captioning with Pretrained Models
- NeurIPS 2023Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization
- NeurIPS 2023SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
- NeurIPS 2023SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
- NeurIPS 2023StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners
- NeurIPS 2023StyleDrop: Text-to-Image Synthesis of Any Style
- NeurIPS 2023StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
- NeurIPS 2023TextDiffuser: Diffusion Models as Text Painters
- NeurIPS 2023The s-value: evaluating stability with respect to distributional shifts
- NeurIPS 2023Trading-off price for data quality to achieve fair online allocation
- NeurIPS 2023Unexpected Improvements to Expected Improvement for Bayesian Optimization
- NeurIPS 2023Unified Segment-to-Segment Framework for Simultaneous Sequence Generation
- NeurIPS 2023UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation
- NeurIPS 2023UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition
- NeurIPS 2023Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale
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FAQ
- How many Text-to-Speech papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 621 in total: 125 in 2023, 145 in 2024, 151 in 2025, 200 in 2026.
- How many Text-to-Speech papers are at NeurIPS 2026?
- NeurIPS 2026 has 67 Text-to-Speech papers, versus 45 the year before.
- How many Text-to-Speech papers are at ICLR 2026?
- ICLR 2026 has 43 Text-to-Speech papers, versus 32 the year before.
- How many Text-to-Speech papers are at ICML 2026?
- ICML 2026 has 36 Text-to-Speech papers, versus 16 the year before.
- How many Text-to-Speech papers are at CVPR 2026?
- CVPR 2026 has 54 Text-to-Speech papers, versus 58 the year before.
- Which conference publishes the most Text-to-Speech papers?
- NeurIPS, with 204 papers from 2023 to 2026.