Upgrading to Windows 11 on my ThinkPad T480 laptops turned into a performance nightmare with some unexpected solutions.

I’m happy to announce a batch of new features that enhance the functionality and user experience of this blog. These improvements make the content more interactive, organized, and user-friendly. Hopefully, you like the changes.

ASR with PyTorch: Exploring Phoneme Representations

I have a fascination with the sounds of languages (phonemes) and how they are processed. This came about from a project I did a few years ago in grad school. How ASR (automatic speech recognition) used to work did not include breaking down the sounds of the language and present them as pieces of the solution. You typically just got a final text representation.

I’m interested in seeing if the phonetic or phoneme representations can be pulled from the modern machine learning ASR pipelines. This is just an interest of mine with no defined goals beyond learning.