yeyupiaoling/Whisper-Finetune

[CONTRIBUTION] Speech dataset Generator

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davidmartinrius commented

Hi everyone!

I have just published this project on GitHub: https://github.com/davidmartinrius/speech-dataset-generator/

Now you can create datasets automatically with any audio or lists of audios.

I hope you can find it useful.

Here are the key functionalities of the project:

  1. Dataset Generation: The project allows for the creation of datasets with Mean Opinion Score (MOS).

  2. Silence Removal: It includes a feature to remove silences from audio files, enhancing the overall quality.

  3. Sound Quality Improvement: The project focuses on improving the quality of the audio.

  4. Audio Segmentation: It can segment audio files within specified second ranges.

  5. Transcription: The project transcribes the segmented audio, providing a textual representation.

  6. Gender Identification: It identifies the gender of each speaker in the audio.

  7. Pyannote Embeddings: Utilizes pyannote embeddings for speaker detection across multiple audio files.

  8. Automatic Speaker Naming: Automatically assigns names to speakers detected in multiple audios.

  9. Multiple Speaker Detection: Capable of detecting multiple speakers within each audio file.

Feel free to explore the project at https://github.com/davidmartinrius/speech-dataset-generator