Text-to-Speech papers, 2023–2026

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.

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

21 papers, page 1 of 1

1. ICML 2024A Dense Reward View on Aligning Text-to-Image Diffusion with Preference
2. ICML 2024Adaptive Text Watermark for Large Language Models
3. ICML 2024ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models
4. ICML 2024Differentially Private Synthetic Data via Foundation Model APIs 2: Text
5. ICML 2024ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
6. ICML 2024InstructSpeech: Following Speech Editing Instructions via Large Language Models
7. ICML 2024Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding
8. ICML 2024Matroid Semi-Bandits in Sublinear Time
9. ICML 2024Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity
10. ICML 2024No Free Prune: Information-Theoretic Barriers to Pruning at Initialization
11. ICML 2024Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
12. ICML 2024Open-Domain Text Evaluation via Contrastive Distribution Methods
13. ICML 2024Position: On the Possibilities of AI-Generated Text Detection
14. ICML 2024Position: Towards Implicit Prompt For Text-To-Image Models
15. ICML 2024PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs
16. ICML 2024Principled Gradient-Based MCMC for Conditional Sampling of Text
17. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
18. ICML 2024RMIB: Representation Matching Information Bottleneck for Matching Text Representations
19. ICML 2024SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
20. ICML 2024Towards Unified Multi-granularity Text Detection with Interactive Attention
21. ICML 2024Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models

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.