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| title: TalkGlobe (Gradio UI) | |
| emoji: 🗣️ | |
| colorFrom: purple | |
| colorTo: red | |
| sdk: gradio | |
| sdk_version: 5.26.0 | |
| app_file: src/app.py | |
| pinned: false | |
| license: mit | |
| short_description: Real-time translator with multilang support (Gradio UI) | |
| tags: [webrtc, gradio] | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |
| # TalkGlobe: Real-Time Speech Translation | |
| TalkGlobe is an AI-powered application that enables seamless, real-time speech-to-speech translation. Using the state-of-the-art Seamless-M4T-v2 model from Meta, it delivers: | |
| - **🎙️ 101 input languages** for speech recognition | |
| - **🔊 35 output languages** for natural-sounding translated speech | |
| - **⚡ Instant translation** with low latency | |
| - **🖥️ Intuitive interface** for effortless language selection | |
| Simply speak in your native language, choose a target language, and TalkGlobe generates the translated audio in real time. Ideal for travel, business, or multilingual conversations. | |
| ## Supported Languages: | |
| Listed below, are the languages supported (either as source or target) by TalkGlobe (according to facebook/seamless-m4t-v2-large model card). | |
| | code | language | Source | Target | | |
| | -------- | ---------------------- | :----: | :----: | | |
| | afr | Afrikaans | ✅ | ❌ | | |
| | amh | Amharic | ✅ | ❌ | | |
| | arb | Modern Standard Arabic | ✅ | ✅ | | |
| | ary | Moroccan Arabic | ✅ | ❌ | | |
| | arz | Egyptian Arabic | ✅ | ❌ | | |
| | asm | Assamese | ✅ | ❌ | | |
| | ast | Asturian | ✅ | ❌ | | |
| | azj | North Azerbaijani | ✅ | ❌ | | |
| | bel | Belarusian | ✅ | ❌ | | |
| | ben | Bengali | ✅ | ✅ | | |
| | bos | Bosnian | ✅ | ❌ | | |
| | bul | Bulgarian | ✅ | ❌ | | |
| | cat | Catalan | ✅ | ✅ | | |
| | ceb | Cebuano | ✅ | ❌ | | |
| | ces | Czech | ✅ | ✅ | | |
| | ckb | Central Kurdish | ✅ | ❌ | | |
| | cmn | Mandarin Chinese | ✅ | ✅ | | |
| | cmn_Hant | Mandarin Chinese | ✅ | ✅ | | |
| | cym | Welsh | ✅ | ✅ | | |
| | dan | Danish | ✅ | ✅ | | |
| | deu | German | ✅ | ✅ | | |
| | ell | Greek | ✅ | ❌ | | |
| | eng | English | ✅ | ✅ | | |
| | est | Estonian | ✅ | ✅ | | |
| | eus | Basque | ✅ | ❌ | | |
| | fin | Finnish | ✅ | ✅ | | |
| | fra | French | ✅ | ✅ | | |
| | fuv | Nigerian Fulfulde | ✅ | ❌ | | |
| | gaz | West Central Oromo | ✅ | ❌ | | |
| | gle | Irish | ✅ | ❌ | | |
| | glg | Galician | ✅ | ❌ | | |
| | guj | Gujarati | ✅ | ❌ | | |
| | heb | Hebrew | ✅ | ❌ | | |
| | hin | Hindi | ✅ | ✅ | | |
| | hrv | Croatian | ✅ | ❌ | | |
| | hun | Hungarian | ✅ | ❌ | | |
| | hye | Armenian | ✅ | ❌ | | |
| | ibo | Igbo | ✅ | ❌ | | |
| | ind | Indonesian | ✅ | ✅ | | |
| | isl | Icelandic | ✅ | ❌ | | |
| | ita | Italian | ✅ | ✅ | | |
| | jav | Javanese | ✅ | ❌ | | |
| | jpn | Japanese | ✅ | ✅ | | |
| | kam | Kamba | ✅ | ❌ | | |
| | kan | Kannada | ✅ | ❌ | | |
| | kat | Georgian | ✅ | ❌ | | |
| | kaz | Kazakh | ✅ | ❌ | | |
| | kea | Kabuverdianu | ✅ | ❌ | | |
| | khk | Halh Mongolian | ✅ | ❌ | | |
| | khm | Khmer | ✅ | ❌ | | |
| | kir | Kyrgyz | ✅ | ❌ | | |
| | kor | Korean | ✅ | ✅ | | |
| | lao | Lao | ✅ | ❌ | | |
| | lit | Lithuanian | ✅ | ❌ | | |
| | ltz | Luxembourgish | ✅ | ❌ | | |
| | lug | Ganda | ✅ | ❌ | | |
| | luo | Luo | ✅ | ❌ | | |
| | lvs | Standard Latvian | ✅ | ❌ | | |
| | mai | Maithili | ✅ | ❌ | | |
| | mal | Malayalam | ✅ | ❌ | | |
| | mar | Marathi | ✅ | ❌ | | |
| | mkd | Macedonian | ✅ | ❌ | | |
| | mlt | Maltese | ✅ | ✅ | | |
| | mni | Meitei | ✅ | ❌ | | |
| | mya | Burmese | ✅ | ❌ | | |
| | nld | Dutch | ✅ | ✅ | | |
| | nno | Norwegian Nynorsk | ✅ | ❌ | | |
| | nob | Norwegian Bokmål | ✅ | ❌ | | |
| | npi | Nepali | ✅ | ❌ | | |
| | nya | Nyanja | ✅ | ❌ | | |
| | oci | Occitan | ✅ | ❌ | | |
| | ory | Odia | ✅ | ❌ | | |
| | pan | Punjabi | ✅ | ❌ | | |
| | pbt | Southern Pashto | ✅ | ❌ | | |
| | pes | Western Persian | ✅ | ✅ | | |
| | pol | Polish | ✅ | ✅ | | |
| | por | Portuguese | ✅ | ✅ | | |
| | ron | Romanian | ✅ | ✅ | | |
| | rus | Russian | ✅ | ✅ | | |
| | slk | Slovak | ✅ | ✅ | | |
| | slv | Slovenian | ✅ | ❌ | | |
| | sna | Shona | ✅ | ❌ | | |
| | snd | Sindhi | ✅ | ❌ | | |
| | som | Somali | ✅ | ❌ | | |
| | spa | Spanish | ✅ | ✅ | | |
| | srp | Serbian | ✅ | ❌ | | |
| | swe | Swedish | ✅ | ✅ | | |
| | swh | Swahili | ✅ | ✅ | | |
| | tam | Tamil | ✅ | ❌ | | |
| | tel | Telugu | ✅ | ✅ | | |
| | tgk | Tajik | ✅ | ❌ | | |
| | tgl | Tagalog | ✅ | ✅ | | |
| | tha | Thai | ✅ | ✅ | | |
| | tur | Turkish | ✅ | ✅ | | |
| | ukr | Ukrainian | ✅ | ✅ | | |
| | urd | Urdu | ✅ | ✅ | | |
| | uzn | Northern Uzbek | ✅ | ✅ | | |
| | vie | Vietnamese | ✅ | ✅ | | |
| | xho | Xhosa | ✅ | ❌ | | |
| | yor | Yoruba | ✅ | ❌ | | |
| | yue | Cantonese | ✅ | ❌ | | |
| | zlm | Colloquial Malay | ✅ | ❌ | | |
| | zul | Zulu | ✅ | ❌ | | |
| ## Getting Started | |
| This guide provides step-by-step instructions to set up and run the project on your local machine for development and testing purposes. For details on deploying the project to a production environment, refer to the Deployment section. | |
| ### Prerequisites | |
| To set up and run this project, ensure the following software and tools are installed on your system: | |
| - **Python**: Version `3.10.12` or higher is required. Verify your Python version by running: | |
| ```bash | |
| python3 --version | |
| ``` | |
| - **Dependencies**: Install the required Python packages listed in requirements.txt using pip. Run the following command in your terminal: | |
| ```bash | |
| pip install -r requirements.txt | |
| ``` | |
| ### Local Development and Testing | |
| To run the application locally for development and testing purposes, execute the following command in your terminal: | |
| ```bash | |
| python app.py | |
| ``` | |
| > [!WARNING] | |
| > Ensure you are in the project's **src** directory before running the script or adapt running path. | |
| ## Deployment | |
| ### Deployment on Hugging Face Spaces | |
| To deploy the project on Hugging Face Spaces, follow these steps: | |
| 1. Create an account on [Hugging Face](https://huggingface.co) if you don’t already have one. | |
| 2. Refer to the official [Spaces Overview](https://huggingface.co/docs/hub/en/spaces-overview) documentation for detailed instructions on setting up and deploying your project. | |
| ### Deployment on Other Cloud Platforms | |
| For deployment on other cloud or live systems, consult the documentation provided by your chosen service provider. Each platform may have specific requirements and steps for deploying Python-based applications. | |
| ## Built With | |
| - [Python 3.10.12](http://www.python.org/) - Developing with the best programming language | |
| ## Authors | |
| **Vlasios Dimitriadis** - _Initial work:_ [TalkGlobe](https://huggingface.co/spaces/blasisd/talk-globe) | |