YAMNet sound classification task

George Soloupis

unread,

Dec 9, 2020, 11:52:33 PM12/9/20

to Khanh LeViet, Hoi Lam, Sayak Paul, Margaret Maynard-Reid, ML on Mobile OS Working Group, Soonson Kwon, Luiz Gustavo Martins

Hi everyone,

I have created a series of blog posts for the extraordinary YAMNet classification model.

You can find the first part with details of the architecture, conversion to TensorFlow Lite and performance measurement here.

Later you can follow along with the android implementation. You can also find the sample code at this Github repository and a YouTube video demonstrating the application in use.

If you have any suggestions of improvement do not hesitate to let me know.

I wish you happy holidays!

Regards,

George Soloupis

Sayak Paul

unread,

Dec 10, 2020, 12:22:46 AM12/10/20

to George Soloupis, Aakash Kumar Nain, Khanh LeViet, Hoi Lam, Margaret Maynard-Reid, ML on Mobile OS Working Group, Soonson Kwon, Luiz Gustavo Martins

Great work, George. Finally, you got to work on something beyond Computer Vision 😂

Also, feel free to submit a PR to the https://github.com/ml-gde/e2e-tflite-tutorials repository to indicate the completion.

@Aakash Kumar Nain, feel free to check this project out as it might be relevant for the wake word classification project you mentioned last night.

Sayak Paul | sayak.dev

M. Yusuf Sarıgöz

unread,

Dec 10, 2020, 1:01:35 AM12/10/20

to Sayak Paul, George Soloupis, Aakash Kumar Nain, Khanh LeViet, Hoi Lam, Margaret Maynard-Reid, ML on Mobile OS Working Group, Soonson Kwon, Luiz Gustavo Martins

Amazing work, George. Thanks for sharing :-)

I'll have a look at your Android app when implementing the Android demo for Automatic Speech Recognition with Conformer.

--
You received this message because you are subscribed to the Google Groups "ML on Mobile OS Working Group" group.
To unsubscribe from this group and stop receiving emails from it, send an email to mlwg-mobile...@googlegroups.com.
To view this discussion on the web visit https://groups.google.com/d/msgid/mlwg-mobile/CAGa_XGFCzZ3dgz%3DNZX63WfvYJs-HVq_tDxo9gypP1-pFZPJDtw%40mail.gmail.com.
For more options, visit https://groups.google.com/d/optout.

George Soloupis

unread,

Dec 10, 2020, 1:03:42 AM12/10/20

to yusufs...@gmail.com, Sayak Paul, Aakash Kumar Nain, Khanh LeViet, Hoi Lam, Margaret Maynard-Reid, ML on Mobile OS Working Group, Soonson Kwon, Luiz Gustavo Martins