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

125 papers, page 1 of 3

1. CVPR 20233D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
2. CVPR 2023A Simple Framework for Text-Supervised Semantic Segmentation
3. CVPR 2023CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search
4. CVPR 2023Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards
5. CVPR 2023CodeTalker: Speech-Driven 3D Facial Animation With Discrete Motion Prior
6. CVPR 2023DeepSolo: Let Transformer Decoder With Explicit Points Solo for Text Spotting
7. CVPR 2023Diffusion-SDF: Text-To-Shape via Voxelized Diffusion
8. CVPR 2023Fine-Grained Image-Text Matching by Cross-Modal Hard Aligning Network
9. CVPR 2023Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting
10. CVPR 2023Improving Image Recognition by Retrieving From Web-Scale Image-Text Data
11. CVPR 2023Learning Semantic Relationship Among Instances for Image-Text Matching
12. CVPR 2023Multi-Concept Customization of Text-to-Image Diffusion
13. CVPR 2023Position-Guided Text Prompt for Vision-Language Pre-Training
14. CVPR 2023QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation
15. CVPR 2023ReVISE: Self-Supervised Speech Resynthesis With Visual Input for Universal and Generalized Speech Regeneration
16. CVPR 2023SceneTrilogy: On Human Scene-Sketch and Its Complementarity With Photo and Text
17. CVPR 2023Self-Supervised Implicit Glyph Attention for Text Recognition
18. CVPR 2023Specialist Diffusion: Plug-and-Play Sample-Efficient Fine-Tuning of Text-to-Image Diffusion Models To Learn Any Unseen Style
19. CVPR 2023Text With Knowledge Graph Augmented Transformer for Video Captioning
20. CVPR 2023Text2Scene: Text-Driven Indoor Scene Stylization With Part-Aware Details
21. CVPR 2023Turning a CLIP Model Into a Scene Text Detector
22. CVPR 2023Uncurated Image-Text Datasets: Shedding Light on Demographic Bias
23. CVPR 2023VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models
24. ICLR 2023A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification
25. ICLR 2023An efficient encoder-decoder architecture with top-down attention for speech separation
26. ICLR 2023Bag of Tricks for Unsupervised Text-to-Speech
27. ICLR 2023Causal Estimation for Text Data with (Apparent) Overlap Violations
28. ICLR 2023CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos
29. ICLR 2023Continuous pseudo-labeling from the start
30. ICLR 2023Copy is All You Need
31. ICLR 2023Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
32. ICLR 2023In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations
33. ICLR 2023Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance
34. ICLR 2023Learning on Large-scale Text-attributed Graphs via Variational Inference
35. ICLR 2023Linear Connectivity Reveals Generalization Strategies
36. ICLR 2023Linearly Mapping from Image to Text Space
37. ICLR 2023NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis
38. ICLR 2023Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation
39. ICLR 2023Quantifying Memorization Across Neural Language Models
40. ICLR 2023Revisiting the Entropy Semiring for Neural Speech Recognition
41. ICLR 2023SMART: Sentences as Basic Units for Text Evaluation
42. ICLR 2023Spiking Convolutional Neural Networks for Text Classification
43. ICLR 2023Stay Moral and Explore: Learn to Behave Morally in Text-based Games
44. ICLR 2023Text Summarization with Oracle Expectation
45. ICLR 2023TextShield: Beyond Successfully Detecting Adversarial Sentences in text classification
46. ICML 2023A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
47. ICML 2023A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions
48. ICML 2023Approximation and Estimation Ability of Transformers for Sequence-to-Sequence Functions with Infinite Dimensional Input
49. ICML 2023CLIPood: Generalizing CLIP to Out-of-Distributions
50. ICML 2023DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

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.