This week, we tested staccato and slurred compositions and scales with SOM flute students to evaluate our transcription accuracy. During the two-octave scale tests, we discovered that some higher octave notes were still being misregistered in the lower octave so Shivi worked on fixing this in the pitch detection algorithm. Deeya and Shivi also made progress on the web app by enabling users to view past transcriptions and input key and time signature information. Grace is working on improving our rhythm algorithm to better handle slurred compositions by using Short-Time Fourier Transform (STFT) to detect pitch changes and identify tied notes within audio segments. However, we’re still working on securing access/reimbursement for the Embed AP in Flat.io, which is needed to allow users to edit their compositions. For this week we are preparing for our final presentation, planning on doing two more testing sessions with the flute students, and cleaning up our project.