Post
413
A useful tool for all who works with audio datasets: https://github.com/RustedBytes/data-viewer-audio
AI & ML interests
On the edge of research in automatic speech recognition for telephony.
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329
- 1 reply
Post
286
Containerized Yehor/kulyk-en-uk and Yehor/kulyk-uk-en so you can just pull an image and run CPU-version to do machine translation:
docker run -p 3000:3000 --rm ghcr.io/egorsmkv/kulyk-rust:latestPost
770
A new lightweight model to do machine translation from English to Ukrainian using recently published LFM2 model. Use demo Yehor/en-uk-translator to test it.
Facts:
- Fine-tuned with 40M samples (filtered by quality metric) from ~53.5M for 1.4 epochs
- 354M params
- Requires 1 GB of RAM to run with bf16
- BLEU on FLORES-200: 27.24
- Tokens per second: 229.93 (bs=1), 1664.40 (bs=10), 8392.48 (bs=64)
- License: lfm1.0
Mode page: Yehor/kulyk-en-uk
Facts:
- Fine-tuned with 40M samples (filtered by quality metric) from ~53.5M for 1.4 epochs
- 354M params
- Requires 1 GB of RAM to run with bf16
- BLEU on FLORES-200: 27.24
- Tokens per second: 229.93 (bs=1), 1664.40 (bs=10), 8392.48 (bs=64)
- License: lfm1.0
Mode page: Yehor/kulyk-en-uk
- 5 replies
Yehor
updated a
Space 11 months ago
Yehor
published a
Space 11 months ago
Post
967
Esoteric practices: inference models in PHP!
Repository: https://github.com/egorsmkv/speech-to-text-using-php
Repository: https://github.com/egorsmkv/speech-to-text-using-php
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2513
Made a workable program that uses IREE runtime using Rust to inference wav2vec2-bert model for Automatic Speech Recognition.
- 1 reply
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2708
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
Check it out: https://github.com/egorsmkv/rf-detr-usls
- 2 replies
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2138
Convert your audio data to Parquet/DuckDB files with blazingly fast speeds!
Repository with pre-built binaries: https://github.com/crs-org/audios-to-dataset
Repository with pre-built binaries: https://github.com/crs-org/audios-to-dataset
- 2 replies
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2269
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
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
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673
Added more built executables to extract-audio I've released recently.
See my previous post - https://huggingface.co/posts/Yehor/654118712490771
Repository: https://github.com/crs-org/extract-audio
See my previous post - https://huggingface.co/posts/Yehor/654118712490771
Repository: https://github.com/crs-org/extract-audio
- 1 reply
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1952
Made a simple Python script to generate Argilla project for audio annotation from a dataset:
https://github.com/egorsmkv/argilla-audio-annotation
https://github.com/egorsmkv/argilla-audio-annotation
- 1 reply
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2058
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
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
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2256
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
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
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626
If you spent a lot of time in Telegram, then use this bot to monitor state of your ML lab:
https://github.com/egorsmkv/gpu-state-tgbot
https://github.com/egorsmkv/gpu-state-tgbot
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1517
Published some datasets for researchers in Ukrainian NLP from my project https://ua-lawyer.com (Q&A platform in Ukraine):
Datasets:
- ua-l/topics
- ua-l/topics-train-test
- ua-l/topics-text-label
Model:
- https://huggingface.co/ua-l/topics-classifier
Space:
- https://huggingface.co/spaces/ua-l/topics-classifier-demo
Datasets:
- ua-l/topics
- ua-l/topics-train-test
- ua-l/topics-text-label
Model:
- https://huggingface.co/ua-l/topics-classifier
Space:
- https://huggingface.co/spaces/ua-l/topics-classifier-demo
- 1 reply