ComfyUI-WhisperX is a specialized node for ComfyUI that facilitates audio subtitling using the WhisperX model and various translation engines. This tool enhances the subtitling process by providing features like speaker diarization and file export capabilities.
- Supports the export of subtitles in SRT format, which is widely used for video captioning.
- Integrates multiple translation engines to enhance subtitle accuracy and accessibility across different languages.
- Includes speaker diarization functionality to distinguish between different speakers in audio files, improving the clarity of subtitles.
Context
ComfyUI-WhisperX serves as a custom node within the ComfyUI framework, aimed at simplifying the process of generating subtitles from audio sources. By leveraging WhisperX and translation capabilities, it allows users to create accurate and multi-lingual subtitles efficiently.
Key Features & Benefits
This tool offers practical features such as SRT file export, which is essential for users needing to add captions to videos. The integration with various translation engines ensures that subtitles can be generated in multiple languages, making content accessible to a wider audience. Additionally, the speaker diarization feature helps identify different speakers, enhancing the overall quality and usability of the subtitles.
Advanced Functionalities
ComfyUI-WhisperX includes advanced functionalities like speaker diarization powered by the Pyannote Audio library. This allows users to accurately label who is speaking in a conversation, which is particularly useful in interviews, podcasts, or any multi-speaker audio content. Users must accept specific conditions and create access tokens to utilize this feature effectively.
Practical Benefits
By incorporating ComfyUI-WhisperX into their workflow, users can significantly streamline the subtitling process, gaining better control over the accuracy and presentation of their subtitles. This tool improves the efficiency of generating subtitles, ensuring high-quality outputs while saving time in manual transcription and translation efforts.
Credits/Acknowledgments
The development of ComfyUI-WhisperX is based on the work of the WhisperX and Translators projects, with contributions from the wider open-source community. The tool is licensed under the same terms as its dependencies, and users are encouraged to acknowledge the original authors and contributors.