# Projects

## Beyond Finetuning
* [Abstract](https://danjacobellis.net/_static/beyond_finetuning.pdf)

## Machine Perceptual Quality
* [Paper](https://danjacobellis.net/_static/MPQ.pdf)
* [Code](https://github.com/danjacobellis/MPQ)

## MP3 Diffusion

* [MDCT-1k dataset](https://huggingface.co/datasets/danjacobellis/MDCT-1k)
* [Paper](https://huggingface.co/datasets/danjacobellis/MDCT-1k/resolve/main/MP3_diffusion.pdf)
* [Code](https://github.com/danjacobellis/audio_diffusion)

## GPU Filter banks for audio

* [Denoising example](https://danjacobellis.github.io/GPUfilterbank/denoise.html)
* [Paper](https://github.com/danjacobellis/GPUfilterbank/raw/main/pages/written_report.pdf)
* [Code](https://github.com/danjacobellis/GPUfilterbank)

## GPU Non-negative matrix factorization

* [Paper](https://github.com/danjacobellis/parallel-nmf/raw/master/docs/report.pdf)
* [Code](https://github.com/danjacobellis/parallel-nmf)