Text-to-Speech papers, 2023–2026
TTS and vocoders
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 621 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 54 | 22 | 26 | 23 | 125 |
| 2024 | 38 | 26 | 21 | 60 | 145 |
| 2025 | 45 | 32 | 16 | 58 | 151 |
| 2026 | 67 | 43 | 36 | 54 | 200 |
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
67 papers, page 2 of 2
- NeurIPS 2026SENSE: Semantic Neural Speech Synthesis from Brain Dynamics via Spatial Graph Encoding
- NeurIPS 2026She Performs Your Voice: A Unified Speech and Dance Motion Model
- NeurIPS 2026SMASH: Probing Speech Recognition Robustness via Semantically Targeted Bit Flips
- NeurIPS 2026Speech Tokenizers are Vulnerable: Transferable Semantic Attack and Robust Tokenizer
- NeurIPS 2026TED: Text-Axis Evidence Decomposition for Prompted Anomaly Localization
- NeurIPS 2026Text-to-CAD Evaluation with CADTests
- NeurIPS 2026TRACE: Data-Free Text Reconstruction Attacks against Approximate Unlearning in LLMs
- NeurIPS 2026TriBet: Relative E-values for Online Machine-generated Text Detection
- NeurIPS 2026TROPT: An Open Framework for Unifying and Advancing Discrete Text Optimization
- NeurIPS 2026Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM–GNN Synergy
- NeurIPS 2026View-Spectral Reconciliation Learning for Text-based Multispectral Aerial–Ground Person Re-Identification
- NeurIPS 2026VisInteract: Towards Dynamic Interactive Text-to-Visualization under Imperfect Queries
- NeurIPS 2026Visual Text Compression as Measure Transport
- NeurIPS 2026ViTeX-Bench: Benchmarking High-Fidelity Video Scene Text Editing
- NeurIPS 2026Viverra: Text-to-Code with Guarantees
- NeurIPS 2026WAXAL: A Large-Scale Multilingual African Language Speech Corpus
- NeurIPS 2026When Language Overrules: Revealing Text Dominance in Multimodal Large Language Models
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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.