Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Music Transcription by Deep Learning with Data and "Artificial Semantic"
  Augmentation   In this progress paper the previous results of the single note recognition by
deep learning are presented. The several ways for data augmentation and
"artificial semantic" augmentation are proposed to enhance efficiency of deep
learning approaches for monophonic and polyphonic note recognition by increase
of dimensions of training data, their lossless and lossy transformations.

32
The categories of this paper are: atom-ph
16
The categories of this paper are: stat
36
The categories of this paper are: cmp-lg
6
The categories of this paper are: astro-ph
33
The categories of this paper are: plasm-ph
24
The categories of this paper are: dg-ga
35
The categories of this paper are: mtrl-th
20
The categories of this paper are: acc-phys
9
The categories of this paper are: nlin
25
The categories of this paper are: patt-sol
18
The categories of this paper are: econ
26
The categories of this paper are: bayes-an
7
The categories of this paper are: hep-th
10
The categories of this paper are: q-bio
31
The categories of this paper are: ao-sci
17
The categories of this paper are: q-fin