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

54 papers, page 1 of 2

1. NeurIPS 2023[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification
2. NeurIPS 2023[Re] Pure Noise to the Rescue of Insufficient Data
3. NeurIPS 2023A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking
4. NeurIPS 2023A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment
5. NeurIPS 2023American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
6. NeurIPS 2023Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect
7. NeurIPS 2023Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
8. NeurIPS 2023CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
9. NeurIPS 2023Cola: A Benchmark for Compositional Text-to-image Retrieval
10. NeurIPS 2023ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation
11. NeurIPS 2023Conditional Score Guidance for Text-Driven Image-to-Image Translation
12. NeurIPS 2023Controlling Text-to-Image Diffusion by Orthogonal Finetuning
13. NeurIPS 2023DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation
14. NeurIPS 2023DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation
15. NeurIPS 2023Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching
16. NeurIPS 2023DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
17. NeurIPS 2023DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning
18. NeurIPS 2023Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
19. NeurIPS 2023DreamHuman: Animatable 3D Avatars from Text
20. NeurIPS 2023First Order Methods with Markovian Noise: from Acceleration to Variational Inequalities
21. NeurIPS 2023From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion
22. NeurIPS 2023Goal Driven Discovery of Distributional Differences via Language Descriptions
23. NeurIPS 2023How to Data in Datathons
24. NeurIPS 2023How to Scale Your EMA
25. NeurIPS 2023HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
26. NeurIPS 2023Inserting Anybody in Diffusion Models via Celeb Basis
27. NeurIPS 2023Into the LAION’s Den: Investigating Hate in Multimodal Datasets
28. NeurIPS 2023Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer
29. NeurIPS 2023Minimax-Optimal Location Estimation
30. NeurIPS 2023Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
31. NeurIPS 2023On student-teacher deviations in distillation: does it pay to disobey?
32. NeurIPS 2023Optimization or Architecture: How to Hack Kalman Filtering
33. NeurIPS 2023Optimizing Prompts for Text-to-Image Generation
34. NeurIPS 2023P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting
35. NeurIPS 2023Parts of Speech–Grounded Subspaces in Vision-Language Models
36. NeurIPS 2023Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
37. NeurIPS 2023Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
38. NeurIPS 2023RETVec: Resilient and Efficient Text Vectorizer
39. NeurIPS 2023Robust Lipschitz Bandits to Adversarial Corruptions
40. NeurIPS 2023Scalable 3D Captioning with Pretrained Models
41. NeurIPS 2023Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization
42. NeurIPS 2023SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
43. NeurIPS 2023SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
44. NeurIPS 2023StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners
45. NeurIPS 2023StyleDrop: Text-to-Image Synthesis of Any Style
46. NeurIPS 2023StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
47. NeurIPS 2023TextDiffuser: Diffusion Models as Text Painters
48. NeurIPS 2023The s-value: evaluating stability with respect to distributional shifts
49. NeurIPS 2023Trading-off price for data quality to achieve fair online allocation
50. NeurIPS 2023Unexpected Improvements to Expected Improvement for Bayesian Optimization

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.