Datasets:

juyil
/

AVQA-videos

id int64 183 61.6k	video_name stringlengths 18 18	video_id int64 341 76.9k	question_text stringclasses 775 values	multi_choice listlengths 4 4	answer int64 0 3	question_relation stringclasses 3 values	question_type stringclasses 8 values
183	-HG3Omg_89c_000030	341	What happened in the video?	[ "motorboat", "Yacht consignment", "Sailboat set sail", "Consignment car" ]	1	View	Happening
184	-HIPq7T3eFI_000011	342	What is the main source of sound in the video?	[ "Car", "motorcycle", "siren", "gun fire" ]	0	Both	Come From
185	-HJQVouJd2w_000026	343	What animal is in the video?	[ "dove", "chicken", "crow", "swallow" ]	0	Both	Which
186	-HLTp7gPBEw_000030	344	What are the main sources of sound in the video?	[ "chicken", "cat", "dog", "turkey" ]	1	Both	Come From
188	-HUcjhcskP4_000040	349	What are the main sources of sound in the video?	[ "sound of wind", "Water flow sound", "tram", "using a sewing machine" ]	2	Both	Come From
189	-HXwnBVE19E_000002	350	What happened in the video?	[ "riding", "cattle", "donkey", "Shooting" ]	0	Both	Happening
190	-Hb1-ExzeHM_000510	352	Where did the video take place?	[ "train", "aquatic", "bus station", "Metro Station" ]	3	Both	Where
191	-HxQ9AoyRmY_000030	355	What is shown in the video?	[ "A flock of chickens", "frog", "gibbon", "duck" ]	0	Both	Which
194	-I3iXzsmvRE_000017	358	What are the main sources of sound in the video?	[ "wolf", "apes and monkeys", "duck", "lion" ]	1	Both	Come From
195	-IBtBeR6B00_000000	361	What is the main source of sound in the video?	[ "aircraft", "Car", "Tank", "Missile" ]	1	Both	Come From
197	-IBXTktoom8_000030	360	What animal is the main source of sound in the video?	[ "dog", "wasp", "honeybee", "dragonfly" ]	2	Both	Come From
200	-IFRoPYS5cI_000001	362	What is the main source of sound in the video?	[ "toilet flush sound", "play the drum", "hail", "automobile engine starting" ]	2	Both	Happening
201	-II-7qJxKPc_000021	363	Where did the video take place?	[ "On the road", "aquatic", "street", "By the car" ]	0	Both	Where
204	-I_BmSTd6AA_000002	369	What happened in the video?	[ "racing", "winter outdoor swimming", "skiing", "nailing" ]	2	Both	Happening
205	-INNrk4mik4_000031	368	What's the call?	[ "police car siren", "A rooster crows", "Quack ", "frog" ]	3	View	Happening
208	-HNOW_OlVLA_000000	347	What's that noise?	[ "firecrackers ", "Car sound", "tornado", "Thunder and lightning" ]	2	Sound	Which
213	-Ij4uiLRp94_000020	371	What kind of sport is this?	[ "motorcycle", "play football", "racing", "Pole vault" ]	2	View	Happening
214	-IopFsEU_iE_000120	372	What is the source of the sound in the video?	[ "Water flow sound", "Car sound", "tram", "The sound of a ship" ]	2	Both	Which
215	-It4-b7T5AQ_000043	374	What happened in the video?	[ "a sunny day", "It's Hailing", "a furious storm", "Flood" ]	1	Both	Which
216	-IpGWTs7ckQ_000010	373	What's the weather like?	[ "a furious storm", "the wind is mild and the sun is bright", "Dark clouds", "The typhoon is coming" ]	0	Both	Happening
218	-JBRB2gGWDA_000004	377	What are the people doing in the video?	[ "riding", "diving", "eat something", "Parachute jump" ]	1	Both	Which
220	-JC9g19P-vU_000035	379	What's calling?	[ "chicken", "crow", "cock", "lion" ]	1	Both	Which
221	-JMHRrms_Cg_000002	382	What's that call?	[ "dog", "Cicada call", "Children cry", "The sound of music" ]	0	Both	Which
222	-JGpAlLrSD0_000458	380	What is the source of the sound in the video?	[ "sound of wind", "engine acceleration", "highway", "train" ]	3	Both	Which
223	-JUhUI_KvUI_000026	384	What are you calling?	[ "Gibbon", "bird", "gibbon", "black bear" ]	0	Both	Which
224	-JVYFW4VyKc_000019	385	What did you hear?	[ "sound of wind", "Flute sound", "The sound of playing the piano", "cowbell " ]	3	Both	Which
225	-JZTO8CDIc4_000834	388	What animal is this?	[ "Alpaca", "pheasant", "dog", "cat" ]	3	View	Which
226	-JZmJjnR1oc_000022	389	What happened?	[ "pump", "firecrackers", "smoke", "Volcanic explosion" ]	3	Both	Happening
227	-JZTO8CDIc4_000114	387	What does it show?	[ "bird", "cat", "Goldfish", "The dog wants to sleep" ]	1	Both	Which
228	-J_Lm_eqp0U_000102	390	What is she doing?	[ "Rope skipping", "rowing", "Stamp one's foot", "speech" ]	2	Both	Which
229	-JaUsb1_IbI_000030	391	What's that noise?	[ "skiing", "disco dancing", "The sound of running water", "sing" ]	3	Sound	Which
230	-JTbHL7OKf0_000052	383	What's calling?	[ "train", "Hyenas", "sound of wind", "rowboat" ]	1	Both	Which
232	-Jcl3FrHFCc_000151	393	What does sound come from?	[ "train", "sound of wind", "planing", "aircraft" ]	3	Both	Come From
233	-JflnolHaIw_000060	394	What's calling?	[ "cattle", "gibbon", "cock", "Peacock's cry" ]	2	Both	Which
234	-JioP2hVPEw_000005	395	What animal is barking?	[ "horse", "cattle", "sheep", "dog" ]	2	Both	Which
236	-Jo_AtiSodU_000053	397	What is the man doing?	[ "Cutting plastic bottles", "cut up vegetables", "cook", "Handmade" ]	0	Both	Happening
237	-JVYFW4VyKc_000117	386	What animal is eating grass?	[ "horse", "pheasant", "cattle", "bird" ]	2	View	Happening
239	-JtMqnUxmjM_000030	400	What happened?	[ "riding", "rowboat", "diving", "driving a racing car" ]	1	Both	Happening
240	-K28XZWiDeo_000030	402	What is this man doing?	[ "go fishing", "rowing", "fire engine", "setting off fireworks" ]	0	Both	Happening
241	-K2ZCILVbbk_000027	403	What animal is it?	[ "fish", "crocodile", "lobster", "Sea snake" ]	0	Both	Which
242	-K5XHzL1nz8_000076	404	What is the main source of sound in the video?	[ "The magpie calls", "police car siren", "dog's bark", "cheep " ]	0	Both	Which
246	-KCeHYx5uRg_000030	408	What is the main source of sound in video?	[ "remote controlled aircraft", "highway", "motorboat", "Fishing boat" ]	2	Both	Which
247	-KECxvZZHYg_000030	409	What happened in the video?	[ "motorcycle", "skiing", "cry for help", "Command aircraft descent" ]	2	Both	Happening
248	-Jpsuiuob48_000001	399	What is the main source of sound?	[ "police car siren", "sound of wind", "The wolf barked", "Thunder and lightning" ]	1	Both	Which
249	-KF14ruwGxk_000135	410	What does sound come from?	[ "Civil defense alarm", "train", "fireworks", "bomber" ]	0	Both	Which
250	-KJbMzEiYFA_000080	411	What is the main source of sound in the video?	[ "Cows moo", "pheasant", "pig", "Birdsong" ]	0	Both	Which
251	-KOgOEvhrbw_000154	414	What happened in the video?	[ "Machine gun fire", "cut grass", "shell", "Fire drill" ]	0	Both	Happening
254	-KYjWhzJ3Mk_000005	418	What animal makes a sound in the video?	[ "cricket", "snail", "pistol", "Birdsong" ]	0	Both	Which
255	-KdBaGgzf4w_000027	419	What is the main source of sound in the video?	[ "aircraft", "train", "fireworks", "typhoon" ]	0	Both	Which
256	-KdBaGgzf4w_000070	420	What is the source of the sound in the video?	[ "train", "aircraft", "sea wave", "typhoon" ]	1	Both	Come From
257	-KeQVqJESLc_000030	421	What is the main source of sound in the video?	[ "flow", "waterfall", "scream", "highway" ]	2	Both	Come From
259	-KifOY3Xxd8_000006	423	What animal is barking?	[ "crow", "dog", "Magpie", "cat" ]	0	Both	Which
261	-KpXEoL4rW8_000011	426	What animal is barking?	[ "pheasant", "dog", "cat", "wolf" ]	3	Both	Which
264	-LGTb-xyjzA_000011	429	What does sound come from?	[ "Dog barking", "Ambulance siren", "sound of wind", "blast" ]	1	Both	Come From
265	-LITfve3SnU_000020	430	What animal sounds?	[ "cattle", "wolf", "Tiger call", "lion" ]	3	Both	Which
267	-LP9auWyYe8_000030	432	What does sound come from?	[ "train", "automobile", "The sound of the trumpet", "Airplane noise" ]	0	Both	Come From
268	-LS-JevBX3E_000030	433	What animal is it?	[ "Alpaca", "bird", "turkey", "cat" ]	3	Both	Which
269	-L_--bn4bys_000008	434	What is the main source of sound in the video?	[ "diving", "riding", "fish", "sea turtle" ]	0	Both	Come From
270	-L_--bn4bys_000045	435	What animal is it?	[ "tortoise", "fish", "whale", "octopus" ]	0	Both	Which
271	-LbwHG1fr3Q_000000	437	What animal is it?	[ "Magpie", "cat", "pheasant", "owl" ]	2	Both	Which
272	-Lei1usDQio_000020	438	What is the main source of sound in the video?	[ "The dog barked", "cheep ", "The duckling barks", "Gosling calls" ]	2	Both	Come From
273	-LmSy9cDMXY_000030	439	What animal is it?	[ "chicken", "Magpie", "owl", "dove" ]	3	Both	Which
274	-Ln9HQ6lLtI_000050	440	What animal is barking?	[ "cat", "dog", "bird", "pig" ]	0	Both	Which
275	-Lv13WPa4xk_000170	441	What happened in the video?	[ "Birdsong", "automobile engine", "Car whistle", "Take off" ]	3	Both	Which
277	-LxtesAXWIU_000042	444	What animal is barking?	[ "cricket", "highway", "bird", "whale" ]	0	Both	Which
278	-LzsgrGPV6o_000030	445	What does sound come from?	[ "weed", "shell", "bomber", "Machine gun fire" ]	3	Both	Come From
279	-M-Zl_498bE_000022	446	What happened?	[ "waterfall", "pump", "flood", "cars crush things" ]	2	Both	Which
281	-M8qt69nljE_000030	448	What animal is barking?	[ "frog", "cock", "turkey", "owl" ]	2	Both	Which
283	-M9But-Hb_A_000001	450	What animal is barking?	[ "cattle", "crow", "canary", "myna" ]	1	Both	Which
284	-M9But-Hb_A_000016	451	What animal is it?	[ "Magpie", "owl", "crow", "Pterosaur" ]	2	Both	Which
285	-MGxPJLnfW0_000504	452	What animal is it?	[ "bird", "cat", "cricket", "hyenas" ]	1	Both	Which
286	-MHf8CqWM9o_000210	453	What animal is it?	[ "chicken", "Magpie", "cock", "dove" ]	3	Both	Which
287	-MIIsQQJO2o_000030	454	What does sound come from?	[ "flow", "sound of wind", "Birdsong", "underwater sound" ]	2	Both	Come From
289	-MWJU5Kuyoc_000009	456	What animal makes a sound?	[ "lizard", "snake", "centipede", "house lizard" ]	1	Both	Which
290	-Mddauh3c9Y_000020	457	What is the main source of sound in the video?	[ "Sewing machine", "staple books", "Ramming machine", "loom" ]	0	Both	Come From
291	-MixfkIwVwk_000230	459	What does sound come from?	[ "sound of wind", "Bee buzz", "The sound of crickets", "Parrot sound" ]	1	Both	Come From
292	-MpHHhlayU8_000093	462	What does sound come from?	[ "train", "automobile", "metro", "bus" ]	2	Both	Which
293	-Mqa-jaS9SU_000010	463	What does sound come from?	[ "train", "automobile", "Tractor", "police car" ]	3	Both	Come From
294	-Mspe010C24_000003	464	What animal is it?	[ "dog", "Alpaca", "cat", "bird" ]	0	Both	Which
297	-Mk24ZH_zxg_000347	460	What are the people doing in the video?	[ "Feeding crocodiles", "Touch the crocodile", "Training crocodiles", "To tease crocodiles" ]	1	Both	Happening
300	-NPu34as_OY_000007	467	What animal is calling in the video?	[ "Alpaca", "chicken", "cat", "dog" ]	2	Both	Which
302	-N_S8kZxh-M_000152	469	What are the people doing in the video?	[ "sow", "cut grass", "Spraying pesticides", "watering" ]	3	View	Happening
303	-N_dNiJ7_Ng_000240	470	What animal is the main source of sound in the video?	[ "wild goose", "Petrel", "gibbon", "cockcrow" ]	0	Both	Come From
305	-Nis-cumBYc_000250	471	Where did the video take place?	[ "expressway", "airport", "square", "Racetrack" ]	3	Both	Where
306	-NjhRZWnryk_000066	472	What are the people doing in the video?	[ "Cutting down trees", "Make furniture", "Nailing", "To be a bench" ]	2	View	Happening
307	-NjhRZWnryk_000087	473	What are the people doing in the video?	[ "Cut wood", "Drive a nail", "Make furniture", "To be a bench" ]	1	View	Happening
309	-NrFtZ_xxFU_000030	477	What is the main source of sound in the video?	[ "train", "aircraft", "highway", "tram" ]	3	Both	Come From
310	-NromfAJyZs_000030	478	What are the people doing in the video?	[ "Cross country running", "bombardment", "telescope", "Machine gun fire" ]	3	Both	Happening
312	-Nt1irryFtQ_000126	480	What animal is in the video?	[ "cricket", "Chipmunks", "snake", "Mouse" ]	1	View	Which
313	-NxAELmUcec_000053	481	What is the main source of sound in the video?	[ "automobile", "train", "ship", "kettle" ]	1	Both	Come From
314	-NznnSyx0gU_000107	482	Where did the video take place?	[ "farm", "farm", "Open field", "Countryside" ]	0	Both	Where
315	-OHG7-BI0aU_000030	485	What animal is the main source of sound in the video?	[ "cock", "owl", "pheasant", "dove" ]	3	Both	Come From
316	-OI4VoCS28I_000005	486	What animal makes a sound in the video?	[ "Alpaca", "cat", "lion", "dog" ]	3	Both	Which
317	-OI4VoCS28I_000057	487	What happened in the video?	[ "Imitate the barking of a dog", "The dog howled", "The dog's cry", "Dog's coquetry" ]	0	Both	Happening
319	-OOLOgPZvvE_000010	490	What animal is the main source of sound in the video?	[ "bird", "chicken", "cock", "Red-crowned crane" ]	0	Both	Come From
320	-OQ3KFwzLCI_000288	491	What happened in the video?	[ "grenade", "fly a kite", "Setting off fireworks", "Salute" ]	2	Both	Happening
321	-OQ3KFwzLCI_000474	492	What happened in the video?	[ "Smoke bomb", "Setting off fireworks", "fly a kite", "tear bomb" ]	1	Both	Happening
323	-ORyFN4frM0_000085	496	What happened in the video?	[ "Block shot", "Pistol shooting", "The lighter is on fire", "Machine gun fire" ]	0	Both	Happening
324	-OT1ajYwQcM_000026	497	What animal is the main source of sound in the video?	[ "lark", "dove", "Thrush", "cock" ]	2	Both	Come From
325	-LaXovjQvDY_000008	436	What are the natural disasters in the video?	[ "pump", "Fire cloud", "Volcano eruption", "Volcano eruption" ]	2	Both	Which

End of preview. Expand in Data Studio

AVQA — Audio-Visual Question Answering (videos + annotations)

A drop-in package of the AVQA dataset (Yang et al., ACM MM 2022): real-life audio-visual question answering over short in-the-wild clips. The original release ships only the QA annotations and expects users to collect the source videos from VGGSound themselves. This repository bundles the source video clips together with the official train/val annotations, so the dataset is usable without any YouTube scraping.

What's inside

videos/<video_name>.mp4   # 56,666 clips, ~10 s each, H.264 video + AAC audio
train_qa.json             # 40,425 QA pairs
val_qa.json               # 16,910 QA pairs

Videos are VGGSound clips, named <youtube_id>_<start_seconds> — identical to the video_name field in the annotations, so each question maps directly to a file.
Coverage: 56,666 of the 57,015 referenced clips are present (99.4 % of all QA pairs). The missing ~0.6 % are source clips that are no longer retrievable.

Annotation schema

Each record in train_qa.json / val_qa.json:

field	meaning
`video_name`	clip id; the file is `videos/<video_name>.mp4`
`question_text`	the question
`multi_choice`	list of 4 answer options
`answer`	index (0–3) of the correct option within `multi_choice`
`question_relation`	modality needed to answer: `Sound` / `View` / `Both`
`question_type`	question category: `Happening` / `Come From` / `Which` / `Where` / `Why` / `When` / `Before Next` / `Used For`
`id`, `video_id`	numeric ids from the original release

Usage

import json, os

qa = json.load(open("train_qa.json"))
ex = qa[0]
video   = os.path.join("videos", ex["video_name"] + ".mp4")
options = ex["multi_choice"]
gold    = options[ex["answer"]]
print(ex["question_text"], options, "->", gold, "| modality:", ex["question_relation"])

Download the whole dataset:

hf download juyil/AVQA-videos --repo-type dataset --local-dir AVQA

Provenance & credits

Annotations are from the original AVQA release (GitHub: AlyssaYoung/AVQA). All annotation rights belong to the original authors.
Videos are clips from VGGSound (Chen et al., ICASSP 2020), which are segments of public YouTube videos. Copyright of the underlying footage remains with the original uploaders.

Citation

@inproceedings{yang2022avqa,
  title     = {AVQA: A Dataset for Audio-Visual Question Answering on Videos},
  author    = {Yang, Pinci and Wang, Xin and Duan, Xuguang and Chen, Hong and
               Hou, Runze and Jin, Cong and Zhu, Wenwu},
  booktitle = {Proceedings of the 30th ACM International Conference on Multimedia},
  year      = {2022}
}

@inproceedings{chen2020vggsound,
  title     = {VGGSound: A Large-scale Audio-Visual Dataset},
  author    = {Chen, Honglie and Xie, Weidi and Vedaldi, Andrea and Zisserman, Andrew},
  booktitle = {ICASSP},
  year      = {2020}
}

Disclaimer

Provided for non-commercial research only. The video segments originate from YouTube via VGGSound; all rights remain with their respective owners. If you are a rights holder and would like content removed, please open a discussion on this repository.

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