AI & ML interests

None defined yet.

karaokepoc's activity

Yehorย 
posted an update 2 months ago
Yehorย 
posted an update 2 months ago
view post
Post
2431
Made a workable program that uses IREE runtime using Rust to inference wav2vec2-bert model for Automatic Speech Recognition.
  • 1 reply
ยท
Yehorย 
posted an update 2 months ago
view post
Post
2693
I have made a Rust project with integration of the latest state-of-the-art model for object detection, it outperforms YOLO!

Check it out: https://github.com/egorsmkv/rf-detr-usls
  • 2 replies
ยท
Yehorย 
posted an update 2 months ago
Yehorย 
posted an update 3 months ago
view post
Post
2257
Create spectrogram using Rust!

Slightly improved nice project that creates spectrogram and built binaries for different platform using cross-rs I've mentioned earlier in my channel.

Repo: https://github.com/crs-org/sonogram
  • 1 reply
ยท
Yehorย 
posted an update 3 months ago
Yehorย 
posted an update 3 months ago
Yehorย 
posted an update 3 months ago
view post
Post
2052
Are you interesting in different runtimes for AI models?

Check out IREE (iree.dev), it convert models to MLIR and then execute on different platforms.

I have tested it in Rust on CPU and CUDA: https://github.com/egorsmkv/eerie-yolo11
Yehorย 
posted an update 3 months ago
view post
Post
2235
Extract audio datasets with Rust on blazingly fast speeds!

With this tool you can extract audio files from a parquet or arrow file generated by Hugging Face datasets library.

Repository: https://github.com/egorsmkv/extract-audio
  • 1 reply
ยท
Yehorย 
posted an update 3 months ago
Yehorย 
posted an update 3 months ago
Yehorย 
posted an update 4 months ago
view post
Post
2884
Published a stable version of Ukrainian Text-to-Speech library on GitHub and PyPI.

Features:

- Multi-speaker model: 2 female (Tetiana, Lada) + 1 male (Mykyta) voices;
- Fine-grained control over speech parameters, including duration, fundamental frequency (F0), and energy;
- High-fidelity speech generation using the RAD-TTS++ acoustic model;
- Fast vocoding using Vocos;
- Synthesizes long sentences effectively;
- Supports a sampling rate of 44.1 kHz;
- Tested on Linux environments and Windows/WSL;
- Python API (requires Python 3.9 or later);
- CUDA-enabled for GPU acceleration.

Repository: https://github.com/egorsmkv/tts_uk
Yehorย 
posted an update 4 months ago