Classification and clustering of ultrasound tongue images in vowel production

Division of work

Data collection: Sam Fisher & Yen-Chen Lu

Data pre-processing: Sam Fisher & Yen-Chen Lu

Classification: Yen-Chen Lu

Clustering: Sam Fisher

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
clustering_results		clustering_results
preprocessed_data		preprocessed_data
sam_frames		sam_frames
sam_frames_preprocessed		sam_frames_preprocessed
yenchen_frames		yenchen_frames
yenchen_frames_preprocessed		yenchen_frames_preprocessed
.DS_Store		.DS_Store
.gitattributes		.gitattributes
README.md		README.md
autoencoder.h5		autoencoder.h5
classification_complete.h5		classification_complete.h5
clustering_PCA_UMAP.ipynb		clustering_PCA_UMAP.ipynb
clustering_image_preprocessing.ipynb		clustering_image_preprocessing.ipynb
image_classification.ipynb		image_classification.ipynb
presentation_slides.pdf		presentation_slides.pdf
ultrasound_vowels_written_report.pdf		ultrasound_vowels_written_report.pdf