{"id":29591881,"url":"https://github.com/kozistr/tacotron-tensorflow","last_synced_at":"2026-05-17T15:09:04.472Z","repository":{"id":93731451,"uuid":"162961456","full_name":"kozistr/tacotron-tensorflow","owner":"kozistr","description":"A TensorFlow implementation of Google's Tacotron speech synthesis","archived":false,"fork":false,"pushed_at":"2019-01-01T15:32:02.000Z","size":887,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-10-24T22:34:22.395Z","etag":null,"topics":["tacotron","tensorflow","tts"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kozistr.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2018-12-24T07:08:31.000Z","updated_at":"2019-01-01T15:32:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"c2df2881-a4fe-4cdd-937d-adc28bc3dac0","html_url":"https://github.com/kozistr/tacotron-tensorflow","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kozistr/tacotron-tensorflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kozistr%2Ftacotron-tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kozistr%2Ftacotron-tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kozistr%2Ftacotron-tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kozistr%2Ftacotron-tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kozistr","download_url":"https://codeload.github.com/kozistr/tacotron-tensorflow/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kozistr%2Ftacotron-tensorflow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33143276,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-17T09:28:26.183Z","status":"ssl_error","status_checked_at":"2026-05-17T09:27:52.702Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["tacotron","tensorflow","tts"],"created_at":"2025-07-20T05:34:37.152Z","updated_at":"2026-05-17T15:09:04.460Z","avatar_url":"https://github.com/kozistr.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# tacotron-tensorflow\nA TensorFlow implementation of DeepMind's Tacotron. A deep neural network architectures described in many papers.\n\nEspecially for English, Korean.\n\nhighly inspired by [here](https://github.com/Rayhane-mamah/Tacotron-2)\n\n[![Total alerts](https://img.shields.io/lgtm/alerts/g/kozistr/tacotron-tensorflow.svg?logo=lgtm\u0026logoWidth=18)](https://lgtm.com/projects/g/kozistr/tacotron-tensorflow/alerts/)\n[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/kozistr/tacotron-tensorflow.svg?logo=lgtm\u0026logoWidth=18)](https://lgtm.com/projects/g/kozistr/tacotron-tensorflow/context:python)\n\n## Requirements\n\n* Python 3.x (preferred)\n* Tensorflow 1.x\n* matplotlib\n* librosa\n* numpy\n* tqdm\n\n## Usage\n\n### 0. Download Dataset\n\n* [IJSpeech 1.1](https://keithito.com/LJ-Speech-Dataset/)\n\n### 0. Install Pre-Requisites\n\n``` python -m pip install -r requirements.txt ```\n\n### 1. Adjust Configuration\n\n``` edit config.py ```\n\n### 2. Train!\n\n``` python train.py ```\n\n## DataSet\n\n|          DataSet          |     Samples    |          Size                 |\n| :-----------------------: | :------------: | :---------------------------: |\n|       IJSpeech-1.1        |      13100     |   about 30GB is needed        |\n\n\n## Source Tree\n\n```\n│\n├── assets\n│    └── images       (readme images)\n├── datasets\n│    ├── ljspeech.py  (LJSpeech 1.1 DataSet)\n│    └── ...\n├── model\n│    └── log data     (readme images)\n├── config.py         (whole configuration)\n├── dataloader.py     (data loading stuff)\n├── model.py          (lots of TTS models)\n├── modules.py        (lots of modules frequently used at model)\n├── synthesize.py     (inference)\n├── train.py          (model training)\n├── utils.py          (useful utils)\n└── tfutils.py        (useful TF utils)\n```\n\n## Model Architecture\n\n### Tacotron 1\n![architecture](./assets/tacotron-1.png)\n\n### Tacotron 2\n![architecture](./assets/tacotron-2.png)\n\n### DeepVoice v2\n\nsoon!\n\n### DeepVoice v3\n\n![architecture](./assets/deep_voice_3.png)\n\n## Author\n\nHyeongChan Kim / [@kozistr](http://kozistr.tech)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkozistr%2Ftacotron-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkozistr%2Ftacotron-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkozistr%2Ftacotron-tensorflow/lists"}