- This is a simple language translation application built using Streamlit. The application allows users to record speech, transcribe it using the Whisper ASR (Automatic Speech Recognition) model, translate the transcribed text into a selected language, and play back the translated text using the Elevenlabs TTS (Text-to-Speech) engine.
- Speech Transcription: Utilizes the Whisper ASR model to transcribe recorded speech.
- Language Translation: Translates the transcribed text into the selected language using a translation API.
- Text-to-Speech: Converts the translated text into audio using the Elevenlabs TTS engine.
- Language Options: Supports translation into multiple languages, including Afrikaans, Amharic, Arabic, Hausa, Igbo, Sesotho, Swahili, Xhosa, Yoruba, Zulu, and Shona.
- Select the target language from the dropdown list.
- Click the
Tap to Speakbutton to record speech. The recording duration is limited to 10 seconds. - After recording, the transcribed text and translated text will be displayed.
- The translated text will be played back using the Text-to-Speech engine, and the duration of the audio will be shown.
Ensure you have the required dependencies installed by running:
pip install -r requirements.txt
Set up the necessary API keys by creating a .env file and adding the Elevenlabs API key:
ELEVENLABS_API_KEY=your_api_key_here
Execute the following command to run the Streamlit app:
streamlit run app.py