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

621 papers, page 8 of 13

351. NeurIPS 2025Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
352. CVPR 2024A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
353. CVPR 2024An Empirical Study of Scaling Law for Scene Text Recognition
354. CVPR 2024ArtAdapter: Text-to-Image Style Transfer using Multi-Level Style Encoder and Explicit Adaptation
355. CVPR 2024Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
356. CVPR 2024BOTH2Hands: Inferring 3D Hands from Both Text Prompts and Body Dynamics
357. CVPR 2024Bridging the Gap Between End-to-End and Two-Step Text Spotting
358. CVPR 2024CapsFusion: Rethinking Image-Text Data at Scale
359. CVPR 2024Choose What You Need: Disentangled Representation Learning for Scene Text Recognition Removal and Editing
360. CVPR 2024Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling
361. CVPR 2024CONFORM: Contrast is All You Need for High-Fidelity Text-to-Image Diffusion Models
362. CVPR 2024Control4D: Efficient 4D Portrait Editing with Text
363. CVPR 2024ConvoFusion: Multi-Modal Conversational Diffusion for Co-Speech Gesture Synthesis
364. CVPR 2024CosmicMan: A Text-to-Image Foundation Model for Humans
365. CVPR 2024Cross Initialization for Face Personalization of Text-to-Image Models
366. CVPR 2024DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model
367. CVPR 2024Diffusion-based Blind Text Image Super-Resolution
368. CVPR 2024Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion
369. CVPR 2024Enhancing 3D Fidelity of Text-to-3D using Cross-View Correspondences
370. CVPR 2024Faces that Speak: Jointly Synthesising Talking Face and Speech from Text
371. CVPR 2024FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion
372. CVPR 2024Generating Human Motion in 3D Scenes from Text Descriptions
373. CVPR 2024Grounded Text-to-Image Synthesis with Attention Refocusing
374. CVPR 2024Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID
375. CVPR 2024HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models
376. CVPR 2024Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions
377. CVPR 2024InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization
378. CVPR 2024InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360-degree Neural Radiance Fields
379. CVPR 2024Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction
380. CVPR 2024Layout-Agnostic Scene Text Image Synthesis with Diffusion Models
381. CVPR 2024LayoutFormer: Hierarchical Text Detection Towards Scene Text Understanding
382. CVPR 2024Learning Adaptive Spatial Coherent Correlations for Speech-Preserving Facial Expression Manipulation
383. CVPR 2024LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion Model
384. CVPR 2024Make-It-Vivid: Dressing Your Animatable Biped Cartoon Characters from Text
385. CVPR 2024MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning
386. CVPR 2024MMA-Diffusion: MultiModal Attack on Diffusion Models
387. CVPR 2024MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
388. CVPR 2024Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models
389. CVPR 2024Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer
390. CVPR 2024Neural Sign Actors: A Diffusion Model for 3D Sign Language Production from Text
391. CVPR 2024Noisy-Correspondence Learning for Text-to-Image Person Re-identification
392. CVPR 2024OmniParser: A Unified Framework for Text Spotting Key Information Extraction and Table Recognition
393. CVPR 2024OTE: Exploring Accurate Scene Text Recognition Using One Token
394. CVPR 2024Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering
395. CVPR 2024PairAug: What Can Augmented Image-Text Pairs Do for Radiology?
396. CVPR 2024PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models
397. CVPR 2024Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models
398. CVPR 2024RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D
399. CVPR 2024Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization
400. CVPR 2024SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

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.