jordipons

I also think these visualizations are useful in our case - IMO these can be seen as a gamification. But just highlighting number of contributions, might be dangerous since some...

For some ideas in how to define more tasks, it can be inspiring this article from ImageNet authors: https://arxiv.org/pdf/1409.0575.pdf _Image classification_ annotation process in the paper is similar to **validation...

I attach a tree-like visualization of the AudioSet Ontology: https://github.com/jordipons/AudioSetOntologyTree Now we just need to decide some details about the visualization, specially the "color code" we aim to use.

IMO it makes sense to provide this functionality at the release level (where we actually provide ground truth). I also agree with the idea of "blacklisting" flagged examples. A part...

How often does this happen? All the time, or occasionally?

We used a Titan X Pascal (12GB-VRAM). Actually, having enough VRAM is important for these wavenet-like models. Maybe you can check our recent paper where we explore several hyper-parameters choices...

I found a [paper](https://www.researchgate.net/profile/Andrzej_Materka/publication/3622871_Automatic_source_identification_of_monophonic_musical_instrument_sounds/links/00b7d52a8d68e8d2f3000000/Automatic-source-identification-of-monophonic-musical-instrument-sounds.pdf) from 1995 that is not included in the repository. Kaminskyj, I., & Materka, A. (1995). Automatic source identification of monophonic musical instrument sounds. Proceedings of the...

And I think the work done by Kostek is not included. Kostek, B. (1995). Feature extraction methods for the intelligent processing of musical sounds. AES 100th convention,Audio Engineering Society. Kostek,...

That's a very nice proposal! I will merge this change (and some others) once I decide to release the next version of MusiCNN. Thanks for your help and interest!

I renamed all the variables before the release so that they are more readable -- and I missed this one. You are completely right! Thanks :) The issue is fixed...