AudioSet

Dataset

The AudioSet dataset is a large-scale collection of human-labeled 10-second sound clips drawn from YouTube videos. To collect all our data we worked with human annotators who verified the presence of sounds they heard within YouTube segments. To nominate segments for annotation, we relied on YouTube metadata and content-based search.

The sound events in the dataset consist of a subset of the AudioSet ontology. You can learn more about the dataset construction in our ICASSP 2017 paper. Explore the dataset annotations by sound class below.

There are 2,084,320 YouTube videos containing 527 labels

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Show detailed breakdown^?

		Dataset totals		Evaluation		Balanced train		Unbalanced train
Label	Quality estimate^? ▾	Number of videos	Hours	# videos	Hours	# videos	Hours	# videos	Hours
Music	100%	1,011,305	2,801.8	5,695	15.8	6,244	17.3	999,366	2,768.7
Speech	100%	1,010,480	2,793.5	5,324	14.7	5,735	15.9	999,421	2,762.9
Vehicle	100%	128,051	354.2	780	2.2	860	2.4	126,411	349.7
Musical instrument	100%	117,343	325.9	406	1.1	532	1.5	116,405	323.3
Plucked string instrument	100%	44,565	123.8	254	0.7	302	0.8	44,009	122.2
Singing	100%	42,493	118.0	362	1.0	517	1.4	41,614	115.6
Car	100%	41,554	114.9	280	0.8	296	0.8	40,978	113.3
Animal	100%	40,758	112.6	698	1.9	734	2.0	39,326	108.6
Outside, rural or natural	100%	35,731	99.1	185	0.5	255	0.7	35,291	97.9
Violin, fiddle	100%	28,125	78.1	60	0.2	64	0.2	28,001	77.8
Bird	100%	26,894	74.6	208	0.6	172	0.5	26,514	73.5
Drum	100%	20,246	56.2	197	0.5	189	0.5	19,860	55.1
Engine	100%	16,245	45.0	189	0.5	186	0.5	15,870	44.0
Narration, monologue	100%	15,590	43.3	60	0.2	60	0.2	15,470	42.9
Drum kit	100%	15,169	42.1	82	0.2	94	0.3	14,993	41.6
Acoustic guitar	100%	14,568	40.5	92	0.3	60	0.2	14,416	40.0
Dog	100%	13,705	37.9	230	0.6	273	0.8	13,202	36.5
Child speech, kid speaking	100%	11,816	32.8	211	0.6	154	0.4	11,451	31.8
Bass drum	100%	9,292	25.8	89	0.2	87	0.2	9,116	25.3
Rail transport	100%	9,052	25.1	172	0.5	189	0.5	8,691	24.1
Motor vehicle (road)	100%	9,044	25.0	90	0.2	63	0.2	8,891	24.6
Water	100%	8,994	24.9	294	0.8	286	0.8	8,414	23.3
Female speech, woman speaking	100%	8,513	23.6	75	0.2	60	0.2	8,378	23.2
Siren	100%	8,498	23.5	212	0.6	207	0.6	8,079	22.4
Railroad car, train wagon	100%	8,361	23.2	166	0.5	183	0.5	8,012	22.3
Tools	100%	8,107	22.5	100	0.3	101	0.3	7,906	21.9
Silence	100%	7,662	21.2	59	0.2	60	0.2	7,543	20.9
Snare drum	100%	6,842	19.0	82	0.2	93	0.3	6,667	18.5
Wind	100%	6,805	18.9	183	0.5	168	0.5	6,454	17.9
Bird vocalization, bird call, bird song	100%	6,372	17.7	169	0.5	128	0.4	6,075	16.8
Fowl	100%	6,248	17.3	213	0.6	202	0.6	5,833	16.1
Wind instrument, woodwind instrument	100%	6,083	16.9	262	0.7	262	0.7	5,559	15.4
Emergency vehicle	100%	5,730	15.8	144	0.4	141	0.4	5,445	15.1
Laughter	100%	5,696	15.8	119	0.3	112	0.3	5,465	15.1
Chirp, tweet	100%	4,633	12.8	70	0.2	60	0.2	4,503	12.5
Rapping	100%	4,496	12.5	62	0.2	60	0.2	4,374	12.1
Cheering	100%	4,380	12.2	61	0.2	65	0.2	4,254	11.8
Gunshot, gunfire	100%	4,221	11.6	174	0.5	178	0.5	3,869	10.7
Radio	100%	4,214	11.7	60	0.2	60	0.2	4,094	11.4
Cat	100%	3,964	10.9	109	0.3	122	0.3	3,733	10.2
Hi-hat	100%	3,900	10.8	60	0.2	60	0.2	3,780	10.5
Helicopter	100%	3,698	10.3	60	0.2	60	0.2	3,578	9.9
Fireworks	100%	3,051	8.4	60	0.2	60	0.2	2,931	8.1
Stream	100%	2,847	7.9	60	0.2	60	0.2	2,727	7.6
Bark	100%	2,632	7.3	60	0.2	60	0.2	2,512	7.0
Baby cry, infant cry	100%	2,390	6.6	60	0.2	60	0.2	2,270	6.2
Snoring	100%	2,334	6.5	60	0.2	60	0.2	2,214	6.1
Train horn	100%	2,275	6.3	62	0.2	63	0.2	2,150	6.0
Double bass	100%	2,274	6.3	60	0.2	61	0.2	2,153	6.0
Explosion	100%	2,274	6.0	60	0.2	63	0.2	2,151	5.7
Crowing, cock-a-doodle-doo	100%	2,093	5.7	60	0.2	60	0.2	1,973	5.4
Bleat	100%	2,078	5.7	61	0.2	60	0.2	1,957	5.3
Computer keyboard	100%	2,042	5.7	60	0.2	60	0.2	1,922	5.3
Civil defense siren	100%	1,963	5.5	60	0.2	60	0.2	1,843	5.1
Bee, wasp, etc.	100%	1,868	5.2	60	0.2	60	0.2	1,748	4.9
Bell	100%	1,844	5.1	60	0.2	60	0.2	1,724	4.8
Chainsaw	100%	1,787	5.0	60	0.2	60	0.2	1,667	4.6
Oink	100%	1,784	4.9	60	0.2	60	0.2	1,664	4.6
Tick	100%	1,746	4.8	60	0.2	60	0.2	1,626	4.5
Tabla	100%	1,729	4.8	63	0.2	63	0.2	1,603	4.5
Liquid	100%	1,721	4.8	61	0.2	61	0.2	1,599	4.4
Traffic noise, roadway noise	100%	1,694	4.7	68	0.2	60	0.2	1,566	4.3
Beep, bleep	100%	1,600	4.3	61	0.2	62	0.2	1,477	4.0
Frying (food)	100%	1,594	4.4	60	0.2	60	0.2	1,474	4.1
Whack, thwack	100%	1,563	4.3	60	0.2	62	0.2	1,441	3.9
Sink (filling or washing)	100%	1,552	4.3	61	0.2	66	0.2	1,425	4.0
Burping, eructation	100%	1,302	3.5	60	0.2	60	0.2	1,182	3.2
Fart	100%	1,231	3.3	61	0.2	60	0.2	1,110	3.0
Sneeze	100%	1,200	3.3	59	0.2	60	0.2	1,081	2.9
Aircraft engine	100%	1,155	3.2	60	0.2	60	0.2	1,035	2.9
Arrow	100%	1,072	3.0	61	0.2	60	0.2	951	2.6
Giggle	100%	991	2.7	60	0.2	60	0.2	871	2.4
Hiccup	100%	931	2.6	60	0.2	60	0.2	811	2.3
Cough	100%	871	2.4	60	0.2	60	0.2	751	2.1
Cricket	100%	859	2.4	64	0.2	63	0.2	732	2.0
Sawing	100%	804	2.2	60	0.2	60	0.2	684	1.9
Tambourine	100%	745	2.1	60	0.2	60	0.2	625	1.7
Pump (liquid)	100%	603	1.7	60	0.2	61	0.2	482	1.3
Squeak	100%	192	0.5	60	0.2	60	0.2	72	0.2
Male speech, man speaking	90%	17,716	49.1	63	0.2	60	0.2	17,593	48.8
Keyboard (musical)	90%	10,473	29.1	148	0.4	142	0.4	10,183	28.3
Pigeon, dove	90%	8,523	23.6	60	0.2	60	0.2	8,403	23.3
Motorboat, speedboat	90%	8,078	22.4	60	0.2	60	0.2	7,958	22.0
Female singing	90%	7,949	22.0	60	0.2	60	0.2	7,829	21.7
Brass instrument	90%	7,513	20.9	213	0.6	231	0.6	7,069	19.6
Motorcycle	90%	7,261	20.1	61	0.2	60	0.2	7,140	19.8
Choir	90%	6,709	18.6	98	0.3	62	0.2	6,549	18.2
Race car, auto racing	90%	6,574	18.2	75	0.2	60	0.2	6,439	17.9
Chicken, rooster	90%	6,352	17.6	86	0.2	82	0.2	6,184	17.1
Idling	90%	6,241	17.3	92	0.3	60	0.2	6,089	16.9
Sampler	90%	5,457	15.2	61	0.2	60	0.2	5,336	14.8
Ukulele	90%	5,292	14.7	60	0.2	60	0.2	5,172	14.4
Synthesizer	90%	5,041	14.0	60	0.2	60	0.2	4,921	13.7
Cymbal	90%	4,688	13.0	70	0.2	64	0.2	4,554	12.6
Spray	90%	3,080	8.5	60	0.2	60	0.2	2,960	8.2
Accordion	90%	2,894	8.0	61	0.2	61	0.2	2,772	7.7
Scratching (performance technique)	90%	2,890	8.0	61	0.2	61	0.2	2,768	7.7
Child singing	90%	2,644	7.3	60	0.2	60	0.2	2,524	7.0
Cluck	90%	2,483	6.9	60	0.2	60	0.2	2,363	6.5
Water tap, faucet	90%	2,442	6.8	75	0.2	87	0.2	2,280	6.3
Applause	90%	2,247	6.2	60	0.2	64	0.2	2,123	5.9
Toilet flush	90%	2,243	6.2	60	0.2	60	0.2	2,123	5.9
Whistling	90%	1,985	5.5	60	0.2	61	0.2	1,864	5.1
Vacuum cleaner	90%	1,974	5.5	60	0.2	60	0.2	1,854	5.1
Meow	90%	1,961	5.3	61	0.2	60	0.2	1,840	5.0
Chatter	90%	1,952	5.4	60	0.2	60	0.2	1,832	5.1
Whoop	90%	1,889	5.2	60	0.2	60	0.2	1,769	4.9
Sewing machine	90%	1,867	5.2	60	0.2	60	0.2	1,747	4.9
Bagpipes	90%	1,776	4.9	61	0.2	60	0.2	1,655	4.6
Subway, metro, underground	90%	1,756	4.9	61	0.2	60	0.2	1,635	4.5
Walk, footsteps	90%	1,683	4.6	60	0.2	60	0.2	1,563	4.3
Whispering	90%	1,656	4.6	62	0.2	60	0.2	1,534	4.3
Crying, sobbing	90%	1,462	4.1	62	0.2	60	0.2	1,340	3.7
Thunder	90%	1,296	3.6	63	0.2	70	0.2	1,163	3.2
Didgeridoo	90%	1,240	3.4	60	0.2	60	0.2	1,120	3.1
Church bell	90%	1,202	3.3	62	0.2	66	0.2	1,074	3.0
Ringtone	90%	1,123	3.1	61	0.2	60	0.2	1,002	2.7
Buzzer	90%	977	2.7	60	0.2	60	0.2	857	2.3
Splash, splatter	90%	939	2.6	60	0.2	61	0.2	818	2.3
Fire alarm	90%	921	2.6	60	0.2	60	0.2	801	2.2
Chime	90%	912	2.5	63	0.2	66	0.2	783	2.2
Babbling	90%	862	2.4	60	0.2	60	0.2	742	2.1
Glass	90%	845	2.3	60	0.2	60	0.2	725	2.0
Chewing, mastication	90%	829	2.3	60	0.2	60	0.2	709	2.0
Microwave oven	90%	823	2.3	60	0.2	60	0.2	703	1.9
Air horn, truck horn	90%	810	2.2	60	0.2	59	0.2	691	1.9
Growling	90%	787	2.2	62	0.2	61	0.2	664	1.8
Telephone bell ringing	90%	703	1.9	60	0.2	60	0.2	583	1.6
Moo	90%	689	1.9	60	0.2	60	0.2	569	1.6
Change ringing (campanology)	90%	665	1.8	60	0.2	60	0.2	545	1.5
Hands	90%	437	1.2	60	0.2	60	0.2	317	0.9
Camera	90%	429	1.2	60	0.2	63	0.2	306	0.8
Pour	90%	394	1.1	60	0.2	60	0.2	274	0.8
Croak	90%	380	1.0	60	0.2	60	0.2	260	0.7
Pant	90%	292	0.8	60	0.2	60	0.2	172	0.5
Finger snapping	90%	164	0.4	60	0.2	60	0.2	44	0.1
Gargling	90%	137	0.4	60	0.2	60	0.2	17	0.0
Inside, small room	89%	76,694	212.8	590	1.6	764	2.1	75,340	209.0
Outside, urban or manmade	89%	34,343	95.0	226	0.6	256	0.7	33,861	93.7
Truck	89%	11,045	30.6	101	0.3	74	0.2	10,870	30.1
Bowed string instrument	89%	10,296	28.6	111	0.3	115	0.3	10,070	28.0
Medium engine (mid frequency)	89%	6,132	17.0	60	0.2	60	0.2	6,012	16.6
Marimba, xylophone	89%	5,516	15.3	73	0.2	82	0.2	5,361	14.9
Aircraft	89%	5,476	15.2	113	0.3	109	0.3	5,254	14.6
Cello	89%	5,282	14.7	67	0.2	67	0.2	5,148	14.3
Flute	89%	4,781	13.3	60	0.2	62	0.2	4,659	12.9
Glockenspiel	89%	4,119	11.4	64	0.2	66	0.2	3,989	11.1
Power tool	89%	3,293	9.1	77	0.2	75	0.2	3,141	8.7
Fixed-wing aircraft, airplane	89%	2,985	8.3	66	0.2	61	0.2	2,858	7.9
Waves, surf	89%	2,819	7.8	63	0.2	64	0.2	2,692	7.5
Duck	89%	2,603	7.2	60	0.2	60	0.2	2,483	6.9
Clarinet	89%	2,121	5.9	60	0.2	63	0.2	1,998	5.5
Goat	89%	2,047	5.6	60	0.2	60	0.2	1,927	5.3
Honk	89%	1,829	5.1	60	0.2	60	0.2	1,709	4.7
Skidding	89%	1,541	4.3	60	0.2	60	0.2	1,421	3.9
Hammond organ	89%	1,408	3.9	62	0.2	69	0.2	1,277	3.5
Electronic organ	89%	1,325	3.7	63	0.2	61	0.2	1,201	3.3
Thunderstorm	89%	1,262	3.5	63	0.2	65	0.2	1,134	3.1
Steelpan	89%	988	2.7	60	0.2	59	0.2	869	2.4
Slap, smack	89%	870	2.2	60	0.1	59	0.2	751	1.9
Battle cry	89%	447	1.2	60	0.2	60	0.2	327	0.9
Percussion	88%	16,948	47.1	247	0.7	263	0.7	16,438	45.6
Trombone	88%	2,795	7.8	64	0.2	65	0.2	2,666	7.4
Banjo	88%	2,456	6.8	60	0.2	60	0.2	2,336	6.5
Mandolin	86%	2,375	6.6	63	0.2	60	0.2	2,252	6.3
Guitar	80%	51,597	143.3	306	0.8	350	1.0	50,941	141.5
Strum	80%	14,002	38.9	63	0.2	60	0.2	13,879	38.5
Boat, Water vehicle	80%	13,571	37.6	239	0.7	242	0.7	13,090	36.3
Accelerating, revving, vroom	80%	12,038	33.2	151	0.4	60	0.2	11,827	32.7
Electric guitar	80%	12,024	33.4	125	0.3	65	0.2	11,834	32.9
Orchestra	80%	8,414	23.4	60	0.2	60	0.2	8,294	23.0
Wind noise (microphone)	80%	6,464	17.9	149	0.4	143	0.4	6,172	17.1
Effects unit	80%	4,778	13.3	111	0.3	107	0.3	4,560	12.7
Livestock, farm animals, working animals	80%	4,535	12.5	115	0.3	124	0.3	4,296	11.9
Police car (siren)	80%	3,659	10.1	60	0.2	61	0.2	3,538	9.8
Rain	80%	3,392	9.4	104	0.3	113	0.3	3,175	8.8
Printer	80%	3,383	9.4	60	0.2	60	0.2	3,263	9.0
Drum machine	80%	3,348	9.3	69	0.2	60	0.2	3,219	8.9
Fire engine, fire truck (siren)	80%	3,199	8.8	61	0.2	60	0.2	3,078	8.5
Insect	80%	3,164	8.8	168	0.5	171	0.5	2,825	7.8
Skateboard	80%	3,049	8.4	61	0.2	60	0.2	2,928	8.1
Coo	80%	2,918	8.1	60	0.2	61	0.2	2,797	7.8
Conversation	80%	2,264	6.3	60	0.2	60	0.2	2,144	6.0
Typing	80%	2,108	5.8	60	0.2	66	0.2	1,982	5.5
Harp	80%	2,043	5.7	60	0.2	62	0.2	1,921	5.3
Thump, thud	80%	1,800	5.0	60	0.2	60	0.2	1,680	4.6
Mechanisms	80%	1,785	4.9	109	0.3	118	0.3	1,558	4.3
Canidae, dogs, wolves	80%	1,704	4.7	64	0.2	60	0.2	1,580	4.4
Chuckle, chortle	80%	1,693	4.7	62	0.2	60	0.2	1,571	4.3
Rub	80%	1,667	4.6	139	0.4	145	0.4	1,383	3.8
Boom	80%	1,650	4.6	60	0.2	61	0.2	1,529	4.2
Hubbub, speech noise, speech babble	80%	1,480	4.1	60	0.2	60	0.2	1,360	3.8
Telephone	80%	1,298	3.6	60	0.2	60	0.2	1,178	3.3
Blender	80%	1,263	3.5	60	0.2	60	0.2	1,143	3.2
Whimper	80%	1,255	3.4	60	0.2	59	0.2	1,136	3.1
Screaming	80%	1,246	3.4	61	0.2	59	0.2	1,126	3.1
Wild animals	80%	1,175	3.3	63	0.2	61	0.2	1,051	2.9
Pig	80%	984	2.7	60	0.2	60	0.2	864	2.4
Artillery fire	80%	980	2.7	60	0.2	61	0.2	859	2.4
Electric shaver, electric razor	80%	865	2.4	60	0.2	60	0.2	745	2.1
Baby laughter	80%	863	2.4	61	0.2	60	0.2	742	2.1
Crow	80%	850	2.3	60	0.2	60	0.2	730	2.0
Howl	80%	838	2.3	60	0.2	60	0.2	718	2.0
Breathing	80%	834	2.3	61	0.2	61	0.2	712	2.0
Cattle, bovinae	80%	820	2.2	62	0.2	62	0.2	696	1.9
Roaring cats (lions, tigers)	80%	792	2.2	61	0.2	60	0.2	671	1.9
Clapping	80%	790	2.2	60	0.2	60	0.2	670	1.8
Alarm	80%	787	2.2	61	0.2	60	0.2	666	1.8
Chink, clink	80%	784	2.1	60	0.2	60	0.2	664	1.8
Ding	80%	775	2.1	67	0.2	62	0.2	646	1.7
Toot	80%	753	2.1	60	0.2	60	0.2	633	1.7
Clock	80%	735	2.0	60	0.2	60	0.2	615	1.7
Children shouting	80%	673	1.9	60	0.2	60	0.2	553	1.5
Fill (with liquid)	80%	636	1.8	60	0.2	60	0.2	516	1.4
Purr	80%	543	1.5	60	0.2	60	0.2	423	1.2
Rumble	80%	501	1.4	60	0.2	60	0.2	381	1.1
Boing	80%	476	1.3	60	0.2	61	0.2	355	0.9
Breaking	80%	466	1.2	60	0.2	60	0.2	346	0.9
Light engine (high frequency)	80%	433	1.2	60	0.2	60	0.2	313	0.9
Cash register	80%	366	1.0	60	0.2	60	0.2	246	0.7
Bicycle bell	80%	224	0.6	60	0.2	60	0.2	104	0.3
Inside, large room or hall	78%	27,975	77.7	162	0.5	168	0.5	27,645	76.7
Domestic animals, pets	78%	19,842	54.9	348	1.0	412	1.1	19,082	52.8
Bass guitar	78%	6,441	17.9	60	0.2	60	0.2	6,321	17.6
Electric piano	78%	4,673	13.0	61	0.2	62	0.2	4,550	12.6
Trumpet	78%	3,834	10.6	63	0.2	64	0.2	3,707	10.3
Horse	78%	3,319	9.1	86	0.2	77	0.2	3,156	8.7
Mallet percussion	78%	3,248	9.0	61	0.2	61	0.2	3,126	8.7
Organ	78%	2,962	8.2	123	0.3	119	0.3	2,720	7.6
Bicycle	78%	2,958	8.1	60	0.2	60	0.2	2,838	7.8
Rain on surface	78%	2,859	7.9	60	0.2	60	0.2	2,739	7.6
Quack	78%	2,582	7.1	74	0.2	76	0.2	2,432	6.7
Drill	78%	1,978	5.5	60	0.2	60	0.2	1,858	5.2
Machine gun	78%	1,858	5.1	60	0.2	61	0.2	1,737	4.8
Lawn mower	78%	1,626	4.5	60	0.2	60	0.2	1,506	4.2
Smash, crash	78%	1,475	4.1	60	0.2	60	0.2	1,355	3.7
Trickle, dribble	78%	1,353	3.7	60	0.2	60	0.2	1,233	3.4
Frog	78%	1,248	3.4	61	0.2	62	0.2	1,125	3.1
Writing	78%	843	2.3	60	0.2	60	0.2	723	2.0
Steam whistle	78%	825	2.3	70	0.2	70	0.2	685	1.9
Groan	78%	702	1.9	60	0.2	60	0.2	582	1.6
Hammer	78%	505	1.4	60	0.2	60	0.2	385	1.1
Doorbell	78%	331	0.9	60	0.2	60	0.2	211	0.6
Shofar	78%	329	0.9	60	0.2	60	0.2	209	0.6
Cowbell	78%	299	0.8	60	0.2	60	0.2	179	0.5
Wail, moan	78%	215	0.6	60	0.2	59	0.2	96	0.3
Bouncing	78%	214	0.6	60	0.2	60	0.2	94	0.3
Distortion	75%	2,915	8.1	118	0.3	62	0.2	2,735	7.6
Vibraphone	75%	1,522	4.2	60	0.2	60	0.2	1,402	3.9
Air brake	75%	877	2.4	60	0.2	60	0.2	757	2.1
Field recording	75%	363	1.0	60	0.2	60	0.2	243	0.7
Piano	70%	11,523	32.0	91	0.3	87	0.2	11,345	31.5
Male singing	70%	7,224	20.0	61	0.2	60	0.2	7,103	19.7
Bus	70%	5,290	14.6	60	0.2	59	0.2	5,171	14.3
Wood	70%	3,459	9.6	165	0.5	166	0.5	3,128	8.7
Tap	70%	3,439	9.5	60	0.2	60	0.2	3,319	9.2
Ocean	70%	3,333	9.2	68	0.2	68	0.2	3,197	8.9
Door	70%	2,518	6.8	63	0.2	61	0.2	2,394	6.5
Vibration	70%	2,448	6.8	60	0.2	60	0.2	2,328	6.4
Television	70%	2,234	5.9	61	0.2	61	0.2	2,112	5.6
Harmonica	70%	2,216	6.2	60	0.2	61	0.2	2,095	5.8
Basketball bounce	70%	2,075	5.7	60	0.2	61	0.2	1,954	5.4
Clickety-clack	70%	2,028	5.6	60	0.2	76	0.2	1,892	5.3
Dishes, pots, and pans	70%	1,824	5.1	60	0.2	60	0.2	1,704	4.7
Crumpling, crinkling	70%	1,636	4.5	60	0.2	60	0.2	1,516	4.2
Sitar	70%	1,581	4.4	60	0.2	60	0.2	1,461	4.1
Tire squeal	70%	1,557	4.3	61	0.2	60	0.2	1,436	4.0
Fly, housefly	70%	1,541	4.3	116	0.3	117	0.3	1,308	3.6
Sizzle	70%	1,353	3.8	66	0.2	62	0.2	1,225	3.4
Slosh	70%	1,218	3.3	59	0.2	60	0.2	1,099	3.0
Engine starting	70%	1,108	3.1	60	0.2	60	0.2	988	2.7
Mechanical fan	70%	827	2.3	60	0.2	60	0.2	707	2.0
Stir	70%	816	2.3	61	0.2	60	0.2	695	1.9
Children playing	70%	812	2.3	60	0.2	60	0.2	692	1.9
Ping	70%	799	2.2	60	0.2	59	0.2	680	1.9
Owl	70%	634	1.7	61	0.2	60	0.2	513	1.4
Alarm clock	70%	582	1.6	63	0.2	62	0.2	457	1.3
Car alarm	70%	519	1.4	60	0.2	60	0.2	399	1.1
Telephone dialing, DTMF	70%	455	1.3	60	0.2	61	0.2	334	0.9
Sine wave	70%	452	1.3	60	0.2	60	0.2	332	0.9
Thunk	70%	434	1.2	60	0.2	60	0.2	314	0.9
Coin (dropping)	70%	392	1.1	60	0.2	60	0.2	272	0.7
Crunch	70%	379	1.0	61	0.2	60	0.2	258	0.7
Zipper (clothing)	70%	369	1.0	60	0.2	60	0.2	249	0.7
Mosquito	70%	342	0.9	60	0.2	60	0.2	222	0.6
Shuffling cards	70%	309	0.9	60	0.2	59	0.2	190	0.5
Pulleys	70%	152	0.4	60	0.2	60	0.2	32	0.1
Toothbrush	70%	127	0.3	60	0.2	60	0.2	7	0.0
Crowd	67%	10,403	28.8	140	0.4	147	0.4	10,116	28.0
Saxophone	67%	3,075	8.5	62	0.2	63	0.2	2,950	8.2
Rowboat, canoe, kayak	67%	2,822	7.8	60	0.2	60	0.2	2,702	7.5
Steam	67%	2,111	5.9	60	0.2	62	0.2	1,989	5.5
Ambulance (siren)	67%	1,939	5.4	65	0.2	69	0.2	1,805	5.0
Goose	67%	1,799	5.0	69	0.2	71	0.2	1,659	4.6
Crackle	67%	1,501	4.1	62	0.2	60	0.2	1,379	3.8
Fire	67%	1,445	4.0	61	0.2	62	0.2	1,322	3.7
Turkey	67%	1,143	3.2	60	0.2	61	0.2	1,022	2.8
Heart sounds, heartbeat	67%	1,051	2.9	65	0.2	73	0.2	913	2.5
Singing bowl	67%	895	2.5	60	0.2	60	0.2	775	2.2
Reverberation	67%	866	2.4	60	0.2	60	0.2	746	2.1
Clicking	67%	769	2.1	60	0.2	60	0.2	649	1.8
Jet engine	67%	758	2.1	64	0.2	64	0.2	630	1.8
Rodents, rats, mice	67%	649	1.8	61	0.2	60	0.2	528	1.5
Typewriter	67%	623	1.7	60	0.2	60	0.2	503	1.4
Caw	67%	600	1.6	60	0.2	60	0.2	480	1.3
Knock	67%	322	0.9	60	0.2	60	0.2	202	0.5
Ice cream truck, ice cream van	67%	290	0.8	60	0.2	60	0.2	170	0.5
Stomach rumble	67%	253	0.7	60	0.2	60	0.2	133	0.4
French horn	63%	1,220	3.4	60	0.2	61	0.2	1,099	3.1
Roar	63%	943	2.6	60	0.2	60	0.2	823	2.3
Theremin	63%	631	1.8	60	0.2	60	0.2	511	1.4
Pulse	63%	205	0.6	60	0.2	60	0.2	85	0.2
Train	60%	12,823	35.6	173	0.5	188	0.5	12,462	34.6
Run	60%	4,409	12.2	60	0.2	60	0.2	4,289	11.9
Vehicle horn, car horn, honking	60%	3,707	9.4	60	0.2	60	0.2	3,587	9.1
Clip-clop	60%	3,325	9.1	60	0.2	60	0.2	3,205	8.8
Sheep	60%	2,658	7.3	60	0.2	60	0.2	2,538	6.9
Whoosh, swoosh, swish	60%	1,410	3.8	62	0.2	61	0.2	1,287	3.5
Timpani	60%	1,366	3.8	60	0.2	60	0.2	1,246	3.5
Throbbing	60%	1,302	3.6	60	0.2	60	0.2	1,182	3.3
Firecracker	60%	1,300	3.6	59	0.2	60	0.2	1,181	3.3
Belly laugh	60%	843	2.3	61	0.2	61	0.2	721	2.0
Train whistle	60%	763	2.1	61	0.2	60	0.2	642	1.8
Whistle	60%	663	1.8	60	0.2	61	0.2	542	1.5
Whip	60%	449	1.2	60	0.2	60	0.2	329	0.9
Gush	60%	416	1.2	60	0.2	60	0.2	296	0.8
Biting	60%	366	1.0	63	0.2	60	0.2	243	0.7
Scissors	60%	311	0.9	60	0.2	60	0.2	191	0.5
Clang	60%	304	0.8	60	0.2	60	0.2	184	0.5
Single-lens reflex camera	57%	479	1.3	60	0.2	60	0.2	359	1.0
Chorus effect	57%	358	1.0	60	0.2	60	0.2	238	0.7
Inside, public space	56%	6,787	18.8	60	0.2	59	0.2	6,668	18.5
Steel guitar, slide guitar	56%	2,824	7.8	62	0.2	62	0.2	2,700	7.5
Waterfall	56%	1,498	4.1	60	0.2	62	0.2	1,376	3.8
Hum	56%	1,439	4.0	82	0.2	106	0.3	1,251	3.5
Raindrop	56%	1,238	3.4	66	0.2	66	0.2	1,106	3.1
Propeller, airscrew	56%	1,046	2.9	60	0.2	60	0.2	926	2.6
Filing (rasp)	56%	698	1.9	60	0.2	60	0.2	578	1.6
Reversing beeps	56%	382	1.1	60	0.2	60	0.2	262	0.7
Shatter	56%	368	1.0	61	0.2	60	0.2	247	0.7
Sanding	56%	192	0.5	60	0.2	60	0.2	72	0.2
Wheeze	56%	186	0.5	60	0.2	59	0.2	67	0.2
Hoot	56%	169	0.5	60	0.2	60	0.2	49	0.1
Bow-wow	50%	3,884	10.7	74	0.2	60	0.2	3,750	10.4
Car passing by	50%	3,805	10.5	60	0.2	61	0.2	3,684	10.1
Tick-tock	50%	2,898	8.0	60	0.2	60	0.2	2,778	7.7
Hiss	50%	2,583	7.2	103	0.3	95	0.3	2,385	6.6
Snicker	50%	1,857	5.1	61	0.2	60	0.2	1,736	4.8
Whimper (dog)	50%	1,826	5.1	60	0.2	60	0.2	1,706	4.7
Shout	50%	1,368	3.8	60	0.2	60	0.2	1,248	3.5
Echo	50%	1,284	3.6	60	0.2	59	0.2	1,165	3.2
Rattle	50%	1,072	3.0	60	0.2	60	0.2	952	2.6
Sliding door	50%	1,047	2.9	59	0.2	60	0.2	928	2.5
Gobble	50%	909	2.5	60	0.2	60	0.2	789	2.2
Plop	50%	903	2.5	60	0.2	60	0.2	783	2.1
Yell	50%	794	2.2	60	0.2	60	0.2	674	1.9
Drip	50%	781	2.2	60	0.2	60	0.2	661	1.8
Neigh, whinny	50%	591	1.6	60	0.2	60	0.2	471	1.3
Bellow	50%	511	1.4	60	0.2	60	0.2	391	1.1
Keys jangling	50%	509	1.4	60	0.2	60	0.2	389	1.1
Ding-dong	50%	476	1.3	60	0.2	60	0.2	356	1.0
Buzz	50%	450	1.2	60	0.2	60	0.2	330	0.9
Scratch	50%	397	1.1	60	0.2	60	0.2	277	0.8
Rattle (instrument)	50%	395	1.1	60	0.2	60	0.2	275	0.8
Hair dryer	50%	390	1.1	60	0.2	60	0.2	270	0.7
Dial tone	50%	375	1.0	60	0.2	60	0.2	255	0.7
Tearing	50%	374	1.0	60	0.2	60	0.2	254	0.7
Bang	50%	360	1.0	60	0.2	60	0.2	240	0.7
Noise	50%	349	1.0	60	0.2	60	0.2	229	0.6
Bird flight, flapping wings	50%	347	1.0	60	0.2	60	0.2	227	0.6
Grunt	50%	334	0.9	60	0.2	60	0.2	214	0.6
Jackhammer	50%	281	0.8	60	0.2	60	0.2	161	0.4
Drawer open or close	50%	274	0.8	60	0.2	60	0.2	154	0.4
Whir	50%	270	0.7	60	0.2	60	0.2	150	0.4
Tuning fork	50%	200	0.6	60	0.2	60	0.2	80	0.2
Squawk	50%	160	0.4	60	0.2	60	0.2	40	0.1
Jingle bell	44%	1,184	3.3	61	0.2	61	0.2	1,062	2.9
Smoke detector, smoke alarm	44%	548	1.5	62	0.2	60	0.2	426	1.2
Train wheels squealing	44%	502	1.4	60	0.2	60	0.2	382	1.1
Caterwaul	44%	500	1.4	60	0.2	60	0.2	380	1.0
Mouse	44%	413	1.1	60	0.2	60	0.2	293	0.8
Crack	44%	262	0.7	60	0.2	60	0.2	142	0.4
Whale vocalization	44%	249	0.7	60	0.2	60	0.2	129	0.4
Squeal	44%	183	0.5	60	0.2	60	0.2	63	0.2
Zither	43%	1,217	3.4	60	0.2	62	0.2	1,095	3.0
Rimshot	40%	4,528	12.6	76	0.2	87	0.2	4,365	12.1
Drum roll	40%	2,968	8.2	64	0.2	66	0.2	2,838	7.9
Burst, pop	40%	2,278	6.1	61	0.2	60	0.2	2,157	5.8
Wood block	40%	2,159	6.0	60	0.2	60	0.2	2,039	5.7
Harpsichord	40%	2,080	5.8	62	0.2	61	0.2	1,957	5.4
White noise	40%	1,808	5.0	60	0.2	60	0.2	1,688	4.7
Bathtub (filling or washing)	40%	1,691	4.7	60	0.2	60	0.2	1,571	4.4
Snake	40%	1,248	3.4	62	0.2	60	0.2	1,126	3.1
Environmental noise	40%	1,242	3.4	60	0.2	62	0.2	1,120	3.1
String section	40%	1,192	3.3	60	0.2	60	0.2	1,072	3.0
Cacophony	40%	856	2.4	59	0.2	60	0.2	737	2.0
Maraca	40%	592	1.6	59	0.2	59	0.2	474	1.3
Snort	40%	511	1.4	60	0.2	60	0.2	391	1.1
Yodeling	40%	491	1.4	61	0.2	60	0.2	370	1.0
Electric toothbrush	40%	293	0.8	60	0.2	60	0.2	173	0.5
Cupboard open or close	40%	190	0.5	60	0.2	60	0.2	70	0.2
Sound effect	38%	8,351	22.4	59	0.1	60	0.2	8,232	22.1
Tapping (guitar technique)	38%	1,808	5.0	62	0.2	60	0.2	1,686	4.7
Ship	38%	864	2.4	61	0.2	60	0.2	743	2.1
Sniff	38%	205	0.6	60	0.2	60	0.2	85	0.2
Pink noise	33%	1,010	2.8	60	0.2	60	0.2	890	2.5
Tubular bells	33%	514	1.4	61	0.2	60	0.2	393	1.1
Gong	33%	485	1.3	60	0.2	61	0.2	364	1.0
Flap	33%	469	1.3	60	0.2	60	0.2	349	1.0
Throat clearing	33%	355	0.9	60	0.2	60	0.2	235	0.6
Sigh	33%	321	0.9	60	0.2	59	0.2	202	0.5
Busy signal	33%	273	0.7	59	0.2	60	0.2	154	0.4
Zing	33%	203	0.6	60	0.2	59	0.2	84	0.2
Sidetone	33%	195	0.5	60	0.2	60	0.2	75	0.2
Crushing	33%	176	0.5	60	0.2	60	0.2	56	0.2
Yip	30%	2,363	6.5	61	0.2	60	0.2	2,242	6.2
Gurgling	30%	1,933	5.3	60	0.2	60	0.2	1,813	5.0
Jingle, tinkle	30%	1,233	3.4	61	0.2	62	0.2	1,110	3.1
Boiling	30%	447	1.2	60	0.2	60	0.2	327	0.9
Mains hum	30%	439	1.2	62	0.2	67	0.2	310	0.9
Humming	30%	429	1.2	60	0.2	60	0.2	309	0.9
Sonar	30%	333	0.9	60	0.2	59	0.2	214	0.6
Gasp	30%	329	0.9	60	0.2	60	0.2	209	0.6
Power windows, electric windows	30%	266	0.7	60	0.2	60	0.2	146	0.4
Splinter	30%	153	0.4	61	0.2	60	0.2	32	0.1
Heart murmur	29%	440	1.2	60	0.2	60	0.2	320	0.9
Air conditioning	29%	410	1.1	60	0.2	60	0.2	290	0.8
Pizzicato	25%	3,690	10.2	135	0.4	131	0.4	3,424	9.5
Ratchet, pawl	22%	700	1.9	61	0.2	60	0.2	579	1.6
Chirp tone	22%	231	0.6	60	0.2	60	0.2	111	0.3
Heavy engine (low frequency)	20%	4,233	11.7	60	0.2	60	0.2	4,113	11.4
Rustling leaves	20%	1,728	4.8	60	0.2	60	0.2	1,608	4.4
Speech synthesizer	20%	1,713	4.8	60	0.2	60	0.2	1,593	4.4
Rustle	20%	1,481	4.1	60	0.2	60	0.2	1,361	3.8
Clatter	20%	1,353	3.7	60	0.2	60	0.2	1,233	3.4
Slam	20%	845	2.2	60	0.2	61	0.2	724	1.9
Eruption	20%	797	2.2	60	0.2	60	0.2	677	1.9
Cap gun	20%	671	1.9	60	0.2	60	0.2	551	1.5
Synthetic singing	20%	650	1.8	60	0.2	60	0.2	530	1.5
Shuffle	20%	570	1.6	60	0.2	60	0.2	450	1.2
Wind chime	20%	567	1.6	60	0.2	60	0.2	447	1.2
Chop	20%	434	1.2	60	0.2	60	0.2	314	0.9
Scrape	20%	417	1.1	60	0.2	60	0.2	297	0.8
Squish	20%	376	1.0	60	0.2	60	0.2	256	0.7
Foghorn	20%	218	0.6	60	0.2	60	0.2	98	0.3
Dental drill, dentist's drill	20%	182	0.5	60	0.2	60	0.2	62	0.2
Harmonic	17%	747	2.1	60	0.2	60	0.2	627	1.7
Static	13%	526	1.4	60	0.2	60	0.2	406	1.1
Sailboat, sailing ship	11%	2,680	7.4	60	0.2	60	0.2	2,560	7.1
Cutlery, silverware	11%	874	2.4	60	0.2	60	0.2	754	2.1
Gears	11%	616	1.7	60	0.2	60	0.2	496	1.4
Chopping (food)	11%	206	0.6	60	0.2	60	0.2	86	0.2
Creak	11%	149	0.4	60	0.2	60	0.2	29	0.1
Fusillade	10%	1,649	4.6	60	0.2	61	0.2	1,528	4.2
Roll	0%	2,048	5.7	60	0.2	60	0.2	1,928	5.3
Electronic tuner	0%	1,439	4.0	60	0.2	60	0.2	1,319	3.7
Patter	0%	710	2.0	60	0.2	60	0.2	590	1.6
Electronic music	-	38,958	108.2	60	0.2	109	0.3	38,789	107.7
Dubstep	-	18,695	51.9	94	0.3	60	0.2	18,541	51.5
Techno	-	17,264	47.9	95	0.3	60	0.2	17,109	47.5
Rock and roll	-	9,321	25.9	86	0.2	60	0.2	9,175	25.5
Pop music	-	8,813	24.5	89	0.2	63	0.2	8,661	24.1
Rock music	-	8,475	23.5	92	0.3	69	0.2	8,314	23.1
Hip hop music	-	7,745	21.5	66	0.2	61	0.2	7,618	21.2
Classical music	-	6,874	19.1	61	0.2	60	0.2	6,753	18.8
Soundtrack music	-	6,630	18.4	60	0.2	60	0.2	6,510	18.0
House music	-	6,609	18.4	62	0.2	60	0.2	6,487	18.0
Heavy metal	-	6,459	17.9	69	0.2	60	0.2	6,330	17.6
Exciting music	-	5,638	15.6	60	0.2	60	0.2	5,518	15.3
Country	-	5,530	15.4	61	0.2	60	0.2	5,409	15.0
Electronica	-	5,441	15.1	87	0.2	60	0.2	5,294	14.7
Rhythm and blues	-	5,133	14.3	65	0.2	61	0.2	5,007	13.9
Background music	-	4,956	13.8	61	0.2	60	0.2	4,835	13.4
Dance music	-	4,930	13.7	86	0.2	62	0.2	4,782	13.3
Jazz	-	4,930	13.7	60	0.2	60	0.2	4,810	13.4
Mantra	-	4,904	13.6	60	0.2	61	0.2	4,783	13.3
Blues	-	4,768	13.2	63	0.2	62	0.2	4,643	12.9
Trance music	-	4,473	12.4	60	0.2	60	0.2	4,353	12.1
Electronic dance music	-	4,453	12.4	87	0.2	67	0.2	4,299	11.9
Theme music	-	4,342	12.0	61	0.2	61	0.2	4,220	11.7
Gospel music	-	4,287	11.9	61	0.2	62	0.2	4,164	11.6
Music of Latin America	-	4,141	11.5	60	0.2	60	0.2	4,021	11.2
Disco	-	4,137	11.5	62	0.2	64	0.2	4,011	11.1
Tender music	-	4,091	11.4	60	0.2	60	0.2	3,971	11.0
Punk rock	-	4,074	11.3	64	0.2	61	0.2	3,949	11.0
Funk	-	4,065	11.3	61	0.2	60	0.2	3,944	11.0
Music of Asia	-	3,924	10.9	65	0.2	64	0.2	3,795	10.5
Drum and bass	-	3,753	10.4	77	0.2	60	0.2	3,616	10.0
Vocal music	-	3,672	10.2	73	0.2	60	0.2	3,539	9.8
Progressive rock	-	3,529	9.8	68	0.2	62	0.2	3,399	9.4
Music for children	-	3,511	9.7	62	0.2	60	0.2	3,389	9.4
Video game music	-	3,369	9.3	60	0.2	60	0.2	3,249	9.0
Lullaby	-	3,247	9.0	60	0.2	60	0.2	3,127	8.7
Reggae	-	3,229	9.0	60	0.2	62	0.2	3,107	8.6
New-age music	-	3,162	8.8	60	0.2	60	0.2	3,042	8.4
Christian music	-	3,118	8.7	60	0.2	66	0.2	2,992	8.3
Independent music	-	3,019	8.4	63	0.2	62	0.2	2,894	8.0
Soul music	-	2,930	8.1	70	0.2	61	0.2	2,799	7.8
Music of Africa	-	2,907	8.1	95	0.3	60	0.2	2,752	7.6
Ambient music	-	2,835	7.9	60	0.2	60	0.2	2,715	7.5
Bluegrass	-	2,722	7.6	62	0.2	60	0.2	2,600	7.2
Afrobeat	-	2,704	7.5	65	0.2	60	0.2	2,579	7.2
Salsa music	-	2,559	7.1	60	0.2	62	0.2	2,437	6.8
Music of Bollywood	-	2,525	7.0	60	0.2	60	0.2	2,405	6.7
Beatboxing	-	2,483	6.9	61	0.2	60	0.2	2,362	6.6
Flamenco	-	2,365	6.6	61	0.2	60	0.2	2,244	6.2
Psychedelic rock	-	2,296	6.4	59	0.2	60	0.2	2,177	6.0
Opera	-	2,277	6.3	60	0.2	60	0.2	2,157	6.0
Folk music	-	2,220	6.2	61	0.2	60	0.2	2,099	5.8
Christmas music	-	2,138	5.9	60	0.2	61	0.2	2,017	5.6
Middle Eastern music	-	2,088	5.8	60	0.2	60	0.2	1,968	5.5
Grunge	-	2,018	5.6	61	0.2	61	0.2	1,896	5.3
Song	-	1,979	5.5	164	0.5	77	0.2	1,738	4.8
A capella	-	1,917	5.3	61	0.2	60	0.2	1,796	5.0
Sad music	-	1,770	4.9	60	0.2	60	0.2	1,650	4.6
Traditional music	-	1,754	4.9	60	0.2	60	0.2	1,634	4.5
Scary music	-	1,737	4.8	60	0.2	60	0.2	1,617	4.5
Ska	-	1,722	4.8	59	0.2	61	0.2	1,602	4.4
Chant	-	1,714	4.8	60	0.2	60	0.2	1,594	4.4
Carnatic music	-	1,663	4.6	63	0.2	61	0.2	1,539	4.3
Swing music	-	1,638	4.5	60	0.2	60	0.2	1,518	4.2
Happy music	-	1,459	4.1	60	0.2	61	0.2	1,338	3.7
Jingle (music)	-	1,438	4.0	60	0.2	60	0.2	1,318	3.6
Funny music	-	1,155	3.2	60	0.2	60	0.2	1,035	2.9
Angry music	-	1,105	3.1	60	0.2	60	0.2	985	2.7
Wedding music	-	811	2.3	60	0.2	60	0.2	691	1.9
Engine knocking	-	718	2.0	63	0.2	60	0.2	595	1.7