Methods › Audio › Text-to-Speech Models › Glow-TTS
Glow-TTS
Introduced by Jaehyeon Kim et al. in Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Glow-TTS is a flow-based generative model for parallel TTS that does not require any external aligner. By combining the properties of flows and dynamic programming, the proposed model searches for the most probable monotonic alignment between text and the latent representation of speech. The model is directly trained to maximize the log-likelihood of speech with the alignment. Enforcing hard monotonic alignments helps enable robust TTS, which generalizes to long utterances, and employing flows enables fast, diverse, and controllable speech synthesis.
Papers archive 2025-07-28
7 shown of 7, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Super Monotonic Alignment Search 12 Sep 2024 · 1 repository · arXiv:2409.07704
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Stochastic Pitch Prediction Improves the Diversity and Naturalness of Speech in Glow-TTS 28 May 2023 · 1 repository · arXiv:2305.17724
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ClArTTS: An Open-Source Classical Arabic Text-to-Speech Corpus 28 Feb 2023 · 0 repositories · arXiv:2303.00069
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GlowVC: Mel-spectrogram space disentangling model for language-independent text-free voice conversion 4 Jul 2022 · 0 repositories · arXiv:2207.01454
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PortaSpeech: Portable and High-Quality Generative Text-to-Speech 30 Sep 2021 · 4 repositories · arXiv:2109.15166Syntology ran 6 of 12 samples · 6 unverified · 1 pointer-only (licence)
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Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech 1 Jan 2021 · 1 repository
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Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search 22 May 2020 · 6 repositories · arXiv:2005.11129Syntology ran 3 of 14 samples · 11 unverified
Tasks archive 2025-07-28
12 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
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Categories archive 2025-07-28
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