audio-mosaicing

The project is based on Frederic Font's project(https://github.com/ffont/amplab-freesound)

What I did to "improve":

Step1:

Replaced API key with mine, changed the labels to get the audios I needed from Freesound API.

Step2:

Using onset detection(from Essentia) to slice the source files

Using beat tracking(from Essentia) for slicing the target files

Using key detection(from Essentia) for filtering source samples.

Step3:

Applied randomization before K-nearest neighbour algorithm, just for fun...

Note that since I'm using beat tracking, the target file should have clear beats.

Name		Name	Last commit message	Last commit date
1) Create source sound collection.ipynb		1) Create source sound collection.ipynb
2) Analyze source collection and target file.ipynb		2) Analyze source collection and target file.ipynb
3) Reconstruct target file with source collection frames.ipynb		3) Reconstruct target file with source collection frames.ipynb
417934__kamarin__music-box-clockwork-lullaby.wav		417934__kamarin__music-box-clockwork-lullaby.wav
82823__noisecollector__acoustic-flamenco-imitation.wav		82823__noisecollector__acoustic-flamenco-imitation.wav
README.md		README.md
Report-freesound.pdf		Report-freesound.pdf

Navigation Menu