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

99 papers, page 2 of 2

51. ICML 2025Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs
52. ICML 2025Text-to-LoRA: Instant Transformer Adaption
53. ICML 2024A Dense Reward View on Aligning Text-to-Image Diffusion with Preference
54. ICML 2024Adaptive Text Watermark for Large Language Models
55. ICML 2024ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models
56. ICML 2024Differentially Private Synthetic Data via Foundation Model APIs 2: Text
57. ICML 2024ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
58. ICML 2024InstructSpeech: Following Speech Editing Instructions via Large Language Models
59. ICML 2024Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding
60. ICML 2024Matroid Semi-Bandits in Sublinear Time
61. ICML 2024Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity
62. ICML 2024No Free Prune: Information-Theoretic Barriers to Pruning at Initialization
63. ICML 2024Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
64. ICML 2024Open-Domain Text Evaluation via Contrastive Distribution Methods
65. ICML 2024Position: On the Possibilities of AI-Generated Text Detection
66. ICML 2024Position: Towards Implicit Prompt For Text-To-Image Models
67. ICML 2024PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs
68. ICML 2024Principled Gradient-Based MCMC for Conditional Sampling of Text
69. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
70. ICML 2024RMIB: Representation Matching Information Bottleneck for Matching Text Representations
71. ICML 2024SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
72. ICML 2024Towards Unified Multi-granularity Text Detection with Interactive Attention
73. ICML 2024Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
74. ICML 2023A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
75. ICML 2023A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions
76. ICML 2023Approximation and Estimation Ability of Transformers for Sequence-to-Sequence Functions with Infinite Dimensional Input
77. ICML 2023CLIPood: Generalizing CLIP to Out-of-Distributions
78. ICML 2023DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
79. ICML 2023Distributed Stochastic Gradient Descent: Nonconvexity, Nonsmoothness, and Convergence to Local Minima
80. ICML 2023Formalizing Preferences Over Runtime Distributions
81. ICML 2023From Adaptive Query Release to Machine Unlearning
82. ICML 2023From Perception to Programs: Regularize, Overparameterize, and Amortize
83. ICML 2023Hyperbolic Image-text Representations
84. ICML 2023MetricGAN-OKD: Multi-Metric Optimization of MetricGAN via Online Knowledge Distillation for Speech Enhancement
85. ICML 2023Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models
86. ICML 2023Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective
87. ICML 2023Nugget: Neural Agglomerative Embeddings of Text
88. ICML 2023On the Robustness of Text Vectorizers
89. ICML 2023Pre-training for Speech Translation: CTC Meets Optimal Transport
90. ICML 2023Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning
91. ICML 2023PromptBoosting: Black-Box Text Classification with Ten Forward Passes
92. ICML 2023Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization
93. ICML 2023Robust Budget Pacing with a Single Sample
94. ICML 2023Settling the Reward Hypothesis
95. ICML 2023Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation
96. ICML 2023StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
97. ICML 2023Text-To-Concept (and Back) via Cross-Model Alignment
98. ICML 2023Why Random Pruning Is All We Need to Start Sparse
99. ICML 2023WL meet VC

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.