KNOWLEDGE TRANSFER FROM WEAKLY LABELED AUDIO USING CONVOLUTIONAL NEURAL NETWORK FOR SOUND EVENTS AND SCENES. pdf
Authors: Anurag Kumar, Maksim Khadkevich, Christian Fügen
Area Under ROC Curves (AUC)
Figure compared AP of \(\mathcal{N}_S\) and \(\mathcal{N}_S^{slat}\). The Index of sound events 1 to 50 is shown below. The first column is Index in the above figure, second is the event id (magenta) as used in Audioset dataset and third (blue) is sound event name
1 /m/05tny_ Bark
2 /t/dd00005 Child singing
3 /m/07bgp Sheep
4 /m/0hsrw Sailboat- sailing ship
5 /m/0145m Afrobeat
6 /m/0gg8l Bluegrass
7 /m/07c6l Trombone
8 /m/034srq Waves- surf
9 /m/056ks2 Rowboat- canoe- kayak
10 /m/06w87 Steel guitar- slide guitar
11 /m/0fd3y Ambient music
12 /m/0j6m2 Stream
13 /t/dd00038 Rain on surface
14 /m/01hgjl Scratching (performance technique)
15 /m/0mkg Accordion
16 /m/07qjznl Tick-tock
17 /m/0164x2 Music of Africa
18 /m/0g12c5 Distortion
19 /m/07r_25d Coo
20 /m/0gywn Soul music
21 /m/0199g Bicycle
22 /m/013y1f Organ
23 /m/02k_mr Drum roll
24 /m/0cmf2 Fixed-wing aircraft- airplane
25 /m/05rwpb Independent music
26 /m/06_fw Skateboard
27 /m/0g6b5 Fireworks
28 /m/06ncr Saxophone
29 /m/07qlf79 Spray
30 /m/02mscn Christian music
31 /m/02v2lh New-age music
32 /m/03vt0 Insect
33 /m/012ndj Fire engine- fire truck (siren)
34 /m/06cqb Reggae
35 /m/07pkxdp Lullaby
36 /m/0j45pbj Mallet percussion
37 /m/0_ksk Power tool
38 /m/03k3r Horse
39 /m/07rv9rh Clip-clop
40 /m/05kq4 Ocean
41 /m/0cfdd Drum machine
42 /m/01z7dr Video game music
43 /m/01m4t Printer
44 /m/06mb1 Rain
45 /m/07qcpgn Tap
46 /m/083vt Wood
47 /m/05fw6t Music for children
48 /m/0dl5d Progressive rock
49 /m/04qvtq Police car (siren)
50 /m/0y4f8 Vocal music