Speech Noise Clustering
An experiment with a variety of clustering (and clustering-like) techniques to reduce noise on a speech audio recording.
Notable results
on this page.
Highlighted results could be foundKeynotes
Further work
- Add kmeans clustering
- Add hierarchical clustering
- Try to implement Word2vec
- Find more combinations between clustering algorithms and ICA
- Try to chain ICA results (use output as an input for the next run)
- Clean the code (it looks like a mess..)
Attribution
Open-source python3 packages: