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

151 papers, page 1 of 4

1. CVPR 2025Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation
2. CVPR 2025Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration
3. CVPR 2025AMO Sampler: Enhancing Text Rendering with Overshooting
4. CVPR 2025ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting
5. CVPR 2025AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward
6. CVPR 2025CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework
7. CVPR 2025CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians
8. CVPR 2025CoSER: Towards Consistent Dense Multiview Text-to-Image Generator for 3D Creation
9. CVPR 2025Domain Generalization in CLIP via Learning with Diverse Text Prompts
10. CVPR 2025DreamText: High Fidelity Scene Text Synthesis
11. CVPR 2025Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces
12. CVPR 2025Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis
13. CVPR 2025FineLIP: Extending CLIP's Reach via Fine-Grained Alignment with Longer Text Inputs
14. CVPR 2025FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations
15. CVPR 2025Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal
16. CVPR 2025HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation
17. CVPR 2025IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification
18. CVPR 2025Implicit Bias Injection Attacks against Text-to-Image Diffusion Models
19. CVPR 2025MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects
20. CVPR 2025MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation
21. CVPR 2025MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning
22. CVPR 2025Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification
23. CVPR 2025Morpheus: Text-Driven 3D Gaussian Splat Shape and Color Stylization
24. CVPR 2025MotiF: Making Text Count in Image Animation with Motion Focal Loss
25. CVPR 2025MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting
26. CVPR 2025Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation
27. CVPR 2025Multitwine: Multi-Object Compositing with Text and Layout Control
28. CVPR 2025MVPortrait: Text-Guided Motion and Emotion Control for Multi-view Vivid Portrait Animation
29. CVPR 2025Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models
30. CVPR 2025On the Generalization of Handwritten Text Recognition Models
31. CVPR 2025One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models
32. CVPR 2025PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction
33. CVPR 2025Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attack on Breast Ultrasound Images
34. CVPR 2025Recognition-Synergistic Scene Text Editing
35. CVPR 2025Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation
36. CVPR 2025Scaling Down Text Encoders of Text-to-Image Diffusion Models
37. CVPR 2025See Further When Clear: Curriculum Consistency Model
38. CVPR 2025Seek Common Ground While Reserving Differences: Semi-Supervised Image-Text Sentiment Recognition
39. CVPR 2025SemiETS: Integrating Spatial and Content Consistencies for Semi-Supervised End-to-end Text Spotting
40. CVPR 2025Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions
41. CVPR 2025ShapeWords: Guiding Text-to-Image Synthesis with 3D Shape-Aware Prompts
42. CVPR 2025Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models
43. CVPR 2025SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction
44. CVPR 2025Six-CD: Benchmarking Concept Removals for Text-to-image Diffusion Models
45. CVPR 2025SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models
46. CVPR 2025SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
47. CVPR 2025STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search
48. CVPR 2025STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models
49. CVPR 2025Style-Editor: Text-driven Object-centric Style Editing
50. CVPR 2025StyleStudio: Text-Driven Style Transfer with Selective Control of Style Elements

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.