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)
![average Precision](./auc10.png)
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/03j1ly Emergency vehicle
2 /m/085jw Wind instrument- woodwind instrument
3 /t/dd00066 Medium engine (mid frequency)
4 /m/07pb8fc Idling
5 /m/025rv6n Fowl
6 /m/09b5t Chicken- rooster
7 /m/020bb7 Bird vocalization- bird call- bird song
8 /m/018vs Bass guitar
9 /m/03lty Heavy metal
10 /t/dd00092 Wind noise (microphone)
11 /m/0ltv Race car- auto racing
12 /m/03mb9 House music
13 /m/0l14gg Soundtrack music
14 /m/0l14jd Choir
15 /t/dd00127 Inside- public space
16 /m/03m9d0z Wind
17 /m/06rvn Snare drum
18 /m/0ggq0m Classical music
19 /t/dd00003 Male singing
20 /m/04_sv Motorcycle
21 /m/01kcd Brass instrument
22 /m/028v0c Silence
23 /m/0glt670 Hip hop music
24 /t/dd00004 Female singing
25 /m/02rlv9 Motorboat- speedboat
26 /m/07k1x Tools
27 /m/0c1dj Sound effect
28 /m/01g50p Railroad car- train wagon
29 /m/05pd6 Orchestra
30 /m/06by7 Rock music
31 /m/03kmc9 Siren
32 /m/02zsn Female speech- woman speaking
33 /m/0h0rv Pigeon- dove
34 /m/064t9 Pop music
35 /m/0838f Water
36 /m/012f08 Motor vehicle (road)
37 /m/06d_3 Rail transport
38 /m/0bm02 Bass drum
39 /m/07sbbz2 Rock and roll
40 /m/0l14_3 Bowed string instrument
41 /m/03qtwd Crowd
42 /m/05148p4 Keyboard (musical)
43 /m/07r04 Truck
44 /m/05r5c Piano
45 /m/0ytgt Child speech- kid speaking
46 /m/02sgy Electric guitar
47 /m/07q2z82 Accelerating- revving- vroom
48 /m/07jdr Train
49 /m/019jd Boat- Water vehicle
50 /m/0bt9lr Dog