Grad-TTS

A fork of the official implementation of the Grad-TTS model based on Diffusion Probabilistic Modelling. This fork cleans up the code to focus on easy installation and inference.

Installation

Inference

See grad_tts_cli.py for how to use the model for inference.

python grad_tts_cli.py \
    --file /PATH/TO/TEXT_FILE \
    --checkpoint /PATH/TO/GRAD_TTS_CHECKPOINT \
    --hifigan_checkpoint /PATH/TO/HIFIGAN_CHECKPOINT \
    --outdir /PATH/TO/OUTPUT_DIR

You can download Grad-TTS and HiFi-GAN checkpoints trained on LJSpeech.

References

HiFi-GAN model is used as vocoder, official github repository: link.
Monotonic Alignment Search algorithm is used for unsupervised duration modelling, official github repository: link.
Phonemization utilizes CMUdict, official github repository: link.

Development Status
- 3 - Alpha
Intended Audience
- Developers
License
- OSI Approved :: MIT License
Programming Language
- Python :: 3

Release files for grad-tts 0.0.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for grad-tts 0.0.4
File	Size	Uploaded
grad_tts-0.0.4.tar.gz	1.1 MB	Aug 25, 2023	Details

Built distributions (wheels)

Table of built distributions (wheels) for grad-tts 0.0.4
File	Interpreter	ABI	Platform	Reset
grad_tts-0.0.4-cp311-cp311-win_amd64.whl 1.0 MB Aug 25, 2023	CPython 3.11	CPython 3.11	Windows x86-64	Details
grad_tts-0.0.4-cp311-cp311-musllinux_1_1_x86_64.whl 1.4 MB Aug 26, 2023	CPython 3.11	CPython 3.11	Linux musl 1.1+ x86-64	Details
grad_tts-0.0.4-cp311-cp311-musllinux_1_1_i686.whl 1.4 MB Aug 26, 2023	CPython 3.11	CPython 3.11	Linux musl 1.1+ x86-32	Details
grad_tts-0.0.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.4 MB Aug 26, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
grad_tts-0.0.4-cp311-cp311-macosx_11_0_arm64.whl 999.1 kB Aug 25, 2023	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
grad_tts-0.0.4-cp311-cp311-macosx_10_9_x86_64.whl 1.0 MB Aug 25, 2023	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
grad_tts-0.0.4-cp310-cp310-win_amd64.whl 1.0 MB Aug 25, 2023	CPython 3.10	CPython 3.10	Windows x86-64	Details
grad_tts-0.0.4-cp310-cp310-musllinux_1_1_x86_64.whl 1.4 MB Aug 26, 2023	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-64	Details
grad_tts-0.0.4-cp310-cp310-musllinux_1_1_i686.whl 1.3 MB Aug 26, 2023	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-32	Details
grad_tts-0.0.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.3 MB Aug 26, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
grad_tts-0.0.4-cp310-cp310-macosx_11_0_arm64.whl 999.2 kB Aug 25, 2023	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
grad_tts-0.0.4-cp310-cp310-macosx_10_9_x86_64.whl 1.0 MB Aug 25, 2023	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
grad_tts-0.0.4-cp39-cp39-win_amd64.whl 999.6 kB Aug 25, 2023	CPython 3.9	CPython 3.9	Windows x86-64	Details
grad_tts-0.0.4-cp39-cp39-musllinux_1_1_x86_64.whl 1.4 MB Aug 26, 2023	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-64	Details
grad_tts-0.0.4-cp39-cp39-musllinux_1_1_i686.whl 1.3 MB Aug 26, 2023	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-32	Details
grad_tts-0.0.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.4 MB Aug 26, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
grad_tts-0.0.4-cp39-cp39-macosx_11_0_arm64.whl 999.8 kB Aug 25, 2023	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
grad_tts-0.0.4-cp39-cp39-macosx_10_9_x86_64.whl 1.0 MB Aug 25, 2023	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details
grad_tts-0.0.4-cp38-cp38-win_amd64.whl 1.0 MB Aug 25, 2023	CPython 3.8	CPython 3.8	Windows x86-64	Details
grad_tts-0.0.4-cp38-cp38-musllinux_1_1_x86_64.whl 1.4 MB Aug 26, 2023	CPython 3.8	CPython 3.8	Linux musl 1.1+ x86-64	Details
grad_tts-0.0.4-cp38-cp38-musllinux_1_1_i686.whl 1.3 MB Aug 26, 2023	CPython 3.8	CPython 3.8	Linux musl 1.1+ x86-32	Details
grad_tts-0.0.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.4 MB Aug 26, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
grad_tts-0.0.4-cp38-cp38-macosx_11_0_arm64.whl 999.9 kB Aug 25, 2023	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
grad_tts-0.0.4-cp38-cp38-macosx_10_9_x86_64.whl 1.0 MB Aug 25, 2023	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details

Total release size: 29.4 MB

Release files / grad_tts-0.0.4.tar.gz

Download URL	grad_tts-0.0.4.tar.gz
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Release files / grad_tts-0.0.4-cp311-cp311-win_amd64.whl

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Release files / grad_tts-0.0.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	grad_tts-0.0.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / grad_tts-0.0.4-cp311-cp311-macosx_11_0_arm64.whl

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Release files / grad_tts-0.0.4-cp310-cp310-musllinux_1_1_x86_64.whl

Download URL	grad_tts-0.0.4-cp310-cp310-musllinux_1_1_x86_64.whl
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Release files / grad_tts-0.0.4-cp310-cp310-musllinux_1_1_i686.whl

Download URL	grad_tts-0.0.4-cp310-cp310-musllinux_1_1_i686.whl
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Release files / grad_tts-0.0.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / grad_tts-0.0.4-cp310-cp310-macosx_11_0_arm64.whl

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Download URL	grad_tts-0.0.4-cp38-cp38-macosx_11_0_arm64.whl
Size	999.9 kB
Tags	CPython 3.8 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`22950fdf5c1bc747d7d44d99dddc154a88cb010547f670a76428e2ff28464c80`
BLAKE2b-256 checksum How to use checksums	`42c63540a8f94ed8b60c24a93d66c9bbc2ea2a19adfc55941620889d1c802199`
Upload date	Aug 25, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.4`

Release files / grad_tts-0.0.4-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	grad_tts-0.0.4-cp38-cp38-macosx_10_9_x86_64.whl
Size	1.0 MB
Tags	CPython 3.8 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`fa1f2b069a7b7dcaccc02a214a6c06273462273b494520719865904699cddca3`
BLAKE2b-256 checksum How to use checksums	`ec7dc145df480ba16a18fd67eb7c7b9bab342cf797d400692d0ed1d32e8fd190`
Upload date	Aug 25, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.4`