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/07q0yl5 Snort
2 /m/07q4ntr Bellow
3 /m/016622 Tubular bells
4 /m/02mfyn Car alarm
5 /m/07rgkc5 Static
6 /m/02yds9 Purr
7 /m/01y3hg Smoke detector
8 /m/026fgl Wind chime
9 /m/07qv_x_ Shuffle
10 /m/046dlr Alarm clock
11 /m/07q5rw0 Neigh- whinny
12 /m/0xzly Maraca
13 /m/07r5c2p Caw
14 /m/07ptzwd Pump
15 /m/0l7xg Gears
16 /m/0c2wf Typewriter
17 /m/07kc_ Theremin
18 /m/09d5_ Owl
19 /m/07p7b8y Fill (with liquid)
20 /m/06hps Rodents
21 /t/dd00006 Synthetic singing
22 /m/0l156k Whistle
23 /m/0150b9 Change ringing
24 /m/073cg4 Cap gun
25 /t/dd00135 Children shouting
26 /m/07rpkh9 Moo
27 /m/02p01q Filing
28 /m/02bm9n Ratchet
29 /m/07s2xch Groan
30 /m/07pp8cl Telephone bell ringing
31 /m/07r4gkf Patter
32 /m/01h82_ Engine knocking
33 /m/01x3z Clock
34 /m/07brj Tambourine
35 /m/0b9m1 Harmonic
36 /m/07qv_d5 Toot
37 /m/04229 Jet engine
38 /m/04zmvq Train whistle
39 /m/07qc9xj Clicking
40 /m/07phxs1 Ding
41 /m/07r5v4s Drip
42 /m/07q7njn Chink - clink
43 /m/07pp_mv Alarm
44 /m/0ghcn6 Growling
45 /m/0l15bq Clapping
46 /m/0cdnk Roaring cats (lions tigers)
47 /m/07sr1lc Yell
48 /m/07pxg6y Eruption
49 /m/07qwdck Ping
50 /m/01b82r Sawing