{"id":17018197,"url":"https://github.com/rashadgarayev/trspeech-to-text","last_synced_at":"2026-03-07T20:01:50.747Z","repository":{"id":40695589,"uuid":"236012696","full_name":"RashadGarayev/TRSpeech-to-text","owner":"RashadGarayev","description":null,"archived":false,"fork":false,"pushed_at":"2023-03-25T01:33:25.000Z","size":14927,"stargazers_count":18,"open_issues_count":2,"forks_count":2,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-08-01T16:42:15.943Z","etag":null,"topics":["deepspeech","mozilla","speech-recognition","tensorflow","tensorflowdeepspeech","turkish-language"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/RashadGarayev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2020-01-24T13:59:44.000Z","updated_at":"2025-05-23T23:05:13.000Z","dependencies_parsed_at":"2024-01-18T04:09:00.801Z","dependency_job_id":"c8da98ac-734b-4b61-8aa8-e2e8f59543a2","html_url":"https://github.com/RashadGarayev/TRSpeech-to-text","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/RashadGarayev/TRSpeech-to-text","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2FTRSpeech-to-text","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2FTRSpeech-to-text/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2FTRSpeech-to-text/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2FTRSpeech-to-text/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RashadGarayev","download_url":"https://codeload.github.com/RashadGarayev/TRSpeech-to-text/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2FTRSpeech-to-text/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30229585,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-07T19:01:10.287Z","status":"ssl_error","status_checked_at":"2026-03-07T18:59:58.103Z","response_time":53,"last_error":"SSL_read: 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":["deepspeech","mozilla","speech-recognition","tensorflow","tensorflowdeepspeech","turkish-language"],"created_at":"2024-10-14T06:44:51.789Z","updated_at":"2026-03-07T20:01:50.708Z","avatar_url":"https://github.com/RashadGarayev.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# A TensorFlow implementation of Baidu's DeepSpeech architecture\n \n----------\n\n\nDeepSpeech is an open source Speech-To-Text engine, using a model trained by machine learning techniques based on `Baidu's Deep Speech research paper \u003chttps://arxiv.org/abs/1412.5567\u003e`_. Project DeepSpeech uses Google's `TensorFlow \u003chttps://www.tensorflow.org/\u003e`_ to make the implementation easier.\n\n## Training Your Own Model\nhttps://github.com/mozilla/DeepSpeech/blob/master/doc/TRAINING.rst#training-your-own-model\n\n'Turkish Language  TSV file'\nhttps://voice.mozilla.org/tr/datasets\n\n### Installation\n-----------\n    \n    git clone https://github.com/mozilla/DeepSpeech\n    cd DeepSpeech\n    pip3 install -r requirements.txt\n    pip3 install deepspeech\n    \nTo install and use deepspeech all you have to do is:\n\n   \n   pip3 install deepspeech\n\n   \n   \n   \n   \n   ### pre-trained Turkish model \n   For the language model, I used kenlm’\n   lmplz -o 2 \u003c vocabulary \u003e text.arpa\n   build_binary text.arpa lm.binary\n   \n   ##### after training \n    loss = 6.42\n   \n    /model/output_graph.pb\n     \n\n   \n\n## Training model\n    sudo ./run-ldc93s1.sh\n    \n    Quicker inference can be performed using a supported NVIDIA GPU on Linux. See the `release notes \u003chttps://github.com/mozilla/DeepSpeech/releases/latest\u003e`_ to find which GPUs are supported. To run ``deepspeech`` on a GPU, install the GPU specific package:\n\n   ### Install DeepSpeech CUDA enabled package\n   pip3 install deepspeech-gpu\n\n-------------------------------------------------------\n## Testing model\n#### download lm.binary file from google drive\nhttps://drive.google.com/open?id=1n2VCKosd2JsCVF1TQWIkKbVdeLQf2OYJ\n\ndeepspeech --model '/model/output_graph.pb' --lm '/data/lm/lm.binary' --trie '/data/lm/trie' --audio example.wav\n\n-------------------------------------------------------\n## Real-time DeepSpeech Analysis \n   python code example\n\nhttps://discourse.mozilla.org/t/real-time-deepspeech-analysis-using-built-in-microphone/42669\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frashadgarayev%2Ftrspeech-to-text","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frashadgarayev%2Ftrspeech-to-text","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frashadgarayev%2Ftrspeech-to-text/lists"}