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oPRC3zComfA_000117 | Electronic music plays as a person skillfully plays a synthesizer, creating a captivating and energetic atmosphere. |
cwPXoYexXrs_000311 | The sound of rustling followed by digital beeping suggests the opening or closing of power windows in a vehicle. |
ATSbLAiKFXI_000030 | Rain falls onto a hard surface as a rowboat, canoe, and kayak are heard rowing on the water. |
Tdxa6DYIo-Y_000469 | The clarinet plays a melodic tune accompanied by a musical instrument, creating a harmonious atmosphere on stage. |
eALUwesAXys_000268 | Gunshots ring out as a metallic clang echoes in a shooting range, creating a tense atmosphere. |
aJdMWg3SXvs_000070 | A train chugs along the tracks with the sound of its horn echoing in the distance at a train station. |
C1S_S-JnQHQ_000036 | A man speaks as water splashes and wind blows, indicating a boat or water vehicle in the audio-visual labeled event of whale calling. |
26JmsP1D9oQ_000520 | Waves crash against the shoreline as a man's voice shouts, creating an ocean burbling audio event. |
UPePQNtoofg_000090 | A melancholic melody is played on a musical instrument, creating a somber atmosphere in a room with a computer. |
kOC09UM4jTY_000013 | A person burps loudly multiple times while people talk in the background at a beauty salon. |
3MGqbELZF1E_000028 | The low frequency of an engine hums as a heartbeat thumps, suggesting a medical environment with heart sounds. |
O6ckBNch69U_000048 | The sound of rustling leaves and light rustling suggests a ferret dooking in a small room. |
gVn7YEKnq0I_000013 | An engine hums steadily as a car horn blares loudly, indicating a vehicle horn event in a city street. |
gbvVH2DMjF8_000035 | The sound of rustling leaves accompanies the chirping of chipmunks in a forest setting. |
FroYTXKh-D8_000025 | A pig oinks while crickets chirp in the background, creating a lively soundscape in a rural farm. |
WfCSUFsnZ2Q_000193 | A man speaks while typing on a keyboard, accompanied by clicking sounds, suggesting he is working on a computer. |
DFA8FqKLI7g_000007 | The sound of a car engine revving up and down can be heard, accompanied by people speaking in the background at an auto showroom. |
Qpz1mUklo_k_000115 | A melodic tune is played on a steel guitar with a subtle background music, creating a harmonious atmosphere in a cozy living room. |
7mk9V89-0Hs_000041 | An airplane flies overhead as the sound of a fixed-wing aircraft can be heard in the audio. |
EhaE7gijT78_000119 | A baby laughs joyfully while a woman joins in with a hearty belly laugh, creating a warm and happy atmosphere. |
09BzVkhVfTI_000030 | A melodic acoustic guitar strums as gentle music plays in the background, creating a soothing atmosphere in a bedroom. |
BGtTepVOst4_000252 | Birds chirping and tweeting in a bamboo forest, creating a melodic symphony of warbler calls. |
nn0NuLEJlVs_000129 | A man speaks followed by an engine revving, indicating a conversation near a running vehicle. |
9clolKytzPc_000060 | Birds chirp and sing as their wings flap, creating a serene atmosphere in a natural environment. |
wyUDO7t10eE_000293 | A man gives a speech, his voice dominating the audio, in a gym where someone is working out with a punching bag in the background. |
1mzvUJaijlU_000045 | A cymbal is struck with a high probability while music plays in the background, suggesting a musical performance. |
kZuDldY3wew_000010 | A motorcycle engine revs up multiple times, creating a loud and powerful sound, possibly in a motorcycle race. |
jBNr29RzZFw_000046 | A didgeridoo plays alongside a piano as the man plays a wooden flute in an orchestra pit. |
49EeQmpyIFM_000033 | The sound of clip-clopping hooves fills the air as a horse trots along a racecourse. |
5j1m2WLqsuQ_000008 | People are talking and music is playing, with a probability of 0.648 for speech and 0.823 for music, in a roller coaster running environment. |
FYXVRrcvTsc_000075 | A man speaks on a telephone followed by a woman, while police radio chatter can be heard in the background. |
NGyyhJZNqdk_000048 | A tuning fork is struck, producing a clear tone, while a sine wave and chirp tone play softly in the background. |
ndqeNtIkxuM_000124 | A man's voice is heard speaking while crumpling something, accompanied by the sound of chewing. People are eating crisps. |
dz5v1J7kwOc_000041 | A snare drum is played as the sound of a drum roll fills the air in a dimly lit room. |
PavKY6YlSl4_000026 | A man whistles while speaking, creating a lively atmosphere of people whistling in an unknown location. |
UOXF4HzXkdo_000020 | Birds chirp and tweet in the background, creating a serene atmosphere in a natural environment. |
AsHHqbn5Plk_000097 | Goats bleat while birds chirp in the background on a livestock farm, creating a lively atmosphere. |
zDwuh-uvPOk_000000 | A whooshing sound followed by a man speaking can be heard as a whale calls in the ocean. |
oe_wpmDe-7o_000128 | A horn blows as a sheep bleats in the farm, creating a lively atmosphere with other livestock sounds. |
aidxQEWjcjI_000070 | A man speaks and whistles while inside a small room, with a probability of 0.636 for speech and 0.159 for bird sounds. |
fUvNnJUZtEE_000010 | Fireworks explode with a loud bang, filling the urban night with bursts of color and excitement. |
-Uuo0G76AoI_000049 | A pig oinks while a woman laughs, creating a cheerful atmosphere in a place that resembles a jail cell. |
-d_pQ3DyzHg_000034 | The sound of buzzing bees fills the air, accompanied by occasional fly and mosquito noises, suggesting a beekeeping apiary environment. |
jAbVRynNmr4_000003 | A pig oinks multiple times while nearby animals make sounds, possibly in a pet shop or farm. |
lWKcwISNl3k_000253 | A train approaches and blows its horn as it travels along the railroad tracks. |
UZp0AcdimvA_000021 | The sound of cowbells rings faintly as the wind rustles through a peaceful pasture filled with grazing cattle. |
1Ny5ZlcBlcQ_000030 | A man speaks while birds chirp in the background as rowboat, canoe, and kayak rowing can be heard. |
F72O-X6eJJ0_000008 | A frog croaks repeatedly while soft music plays faintly in the background near a serene pond. |
1v7ap1JYjZY_000090 | A clarinet plays a melodic tune accompanied by background music, with a ticking clock in a room. |
lNoFf31tCQY_000285 | A saxophone player fills the room with jazzy tunes as a musical horn occasionally adds a playful touch. |
ovtcjklXrWg_000011 | A rooster crows and growls while lions roar in the background, creating a wild and intense atmosphere in the catacomb. |
V_mlg_mD78M_000085 | A man speaks over a radio on a telephone speaker, with police radio chatter in the background. |
4PBB-0EabrI_000320 | The tabla drums resonate while a guitar strums in the background, creating a rhythmic melody in a music studio. |
N97EueYNm-o_000129 | A dog howls loudly followed by a person screaming, creating a chaotic atmosphere in the vicinity. |
BbTNtj8uVTs_000140 | A child giggles and farts playfully while birds sing in the picnic area of a park. |
efpXbRdinWs_000403 | A gong is struck while music and percussion play in the background, creating a vibrant and energetic atmosphere. |
0g4SlqjORM4_000080 | The French horn plays a melodic tune accompanied by brass instruments, creating a harmonious atmosphere in a music studio. |
YUjXsGDboHU_000140 | A soothing melody is played on the harp as soft piano notes accompany it in a serene hospital setting. |
SK3RWNJvBVg_000010 | A woman speaks with laughter and a dog whimpers in a lively atmosphere of people belly laughing in a kitchen. |
TKltEcQMyJA_000037 | People are clapping enthusiastically while drums play in the background, creating a lively atmosphere of a music performance. |
q-oiaMGNHk0_000180 | A man's speech is abruptly interrupted by a loud pop followed by laughter, creating a chaotic atmosphere in a gathering. |
T5aX8p4czLA_000003 | A dog whimpers continuously, suggesting it is in distress, while other animal sounds can be heard in the background. |
kC34iOvwo40_000293 | The sound of timpani drums resonates as a brass instrument section plays in an orchestra pit. |
9ZJni8TfbX8_000018 | A trumpet plays a melody while a musical horn is triggered multiple times in a concert hall. |
2DHwUPr34ZY_000020 | A synthesizer plays electronic music with a prominent use of a snare drum, creating a vibrant atmosphere. |
eeHNVVcuSVs_000261 | A melodic keyboard tune is played with a mix of electric piano and synthesizer, creating a harmonious atmosphere in an orchestra pit. |
XyvzWgKkP34_000152 | The sound of paper crinkles is heard as someone bites into and chews on crisps, indicating people eating crisps in a clean room. |
_eBPydLCBjQ_000252 | The sound of plastic bottle crushing. |
OkVwOMUQs6w_000086 | Water is being pumped as hip hop music plays in the background, accompanied by a musical tone. |
d6ymSEu25tk_000030 | Pigeons coo and flap their wings, creating a soothing melody on a serene porch. |
DJcgckYTlc4_000035 | The sound of a singing bowl resonates softly while gentle music and the tinkling of glass create a peaceful ambiance. |
uzq1UpjhpW4_000210 | A drum kit is being played in a recording studio, with the sound of drums and bass drum dominating the audio. |
7CG_9qUdU8M_000030 | Livestock and farm animals, including cattle, moo while music plays and people sing in the background on a farm. |
ZLq1xMr_eBQ_001715 | A clock ticks as a man speaks, and a car passes by near a gas station. |
QadVixjRwqw_000015 | The sound of playing table tennis. |
XrZcIHyREJ4_000002 | A vehicle idles while an air horn honks, suggesting a truck parked in a junkyard. |
TPdseDYWu9Y_000038 | A person beatboxes while a man speaks in the background, creating a rhythmic and energetic audio in a lively environment. |
Ag6hqklHRYw_000018 | A trombone plays a musical tune while a dog barks in the background at an indoor booth. |
iuozNmF5TcI_000052 | Loud banging and whacking sounds of a hammer can be heard as someone is hammering nails in a workshop. |
G9L79GJE4jk_000513 | The oboe plays a melodious tune accompanied by piano, while a bell rings intermittently in an orchestra pit. |
tN7JWnDAL4Y_000328 | The sound of crumpling and crinkling paper can be heard inside a small room, with occasional crunching noises. |
LruOjdCmHCg_000090 | The sound of sailing. |
hLT_EaWtqx0_000001 | The sound of clip-clopping hooves fills the air as a horse trots through a serene countryside. |
V6hrCNbTgDI_000020 | A lion roars loudly while a man speaks, suggesting the audio takes place in a zoo or wildlife reserve. |
hpa_O9-NXPs_000060 | The synthesizer plays while background music softly accompanies, creating a harmonious atmosphere in the server room. |
hrApgBLV-qI_000012 | The sound of a zither resonates as a gentle melody fills the air, creating a serene atmosphere. |
SFKCQ_feNAI_000030 | A man speaks as a baby cries, indicating a baby crying event, possibly happening in a home or a daycare setting. |
Iuz7NLbwrHM_000030 | Water splashes as people talk in the background near a large building with a fountain, creating a sloshing water audio event. |
VHtA-_Lisxw_000190 | A saxophone plays a melodic tune accompanied by lively music, while a horn blows intermittently in a musical performance. |
g-CERZyC_G8_000070 | A group of children laugh and talk while a crowd of people chatter in the background inside a large room or hall. |
HlX3vNw2L7g_000023 | The sound of a glockenspiel plays softly while music and conversation fill the air in a lively setting. |
GD8dVFZaWNU_000030 | A skateboard rolls with a rhythmic sound of music playing softly in the background at an indoor skate park. |
WTZoD3pVx5g_000090 | A piano plays a melodic tune while a dog howls in a pet shop. |
ImagRz2Mz5Y_000157 | A man speaks, followed by an explosion, and a woman speaking in a small room, creating a people slapping audio event. |
5h5uXmocj2M_000028 | Someone is typing on a keyboard inside a small room, while scissors can be heard occasionally in the background. |
FWdtZTbgXcM_000185 | Music plays as water splashes and people sing in the background, creating a lively atmosphere at an entertainment center. |
gCQppdHwesk_000090 | A man strums a banjo while singing, creating a lively music atmosphere in a television studio. |
2UPvOw_EYVs_000011 | Explosive music builds up as a man speaks, followed by a loud explosion, indicating an intense and action-packed skiing event. |
r-uANPTedEA_000030 | A woman speaks while music plays in the background, accompanied by the faint sound of pig oinking. |
E1cKPUWHa8I_000084 | A helicopter flies by as the sound of an airplane engine fades in the distance, indicating an airplane flyby. |
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Auto-ACD
Auto-ACD is a large-scale, high-quality, audio-language dataset, building on the prior of robust audio-visual correspondence in existing video datasets, VGGSound and AudioSet.
- Homepage: https://auto-acd.github.io/
- Paper: https://huggingface.co/papers/2309.11500
- Github: https://github.com/LoieSun/Auto-ACD
Analysis
Auto-ACD, comprising over 1.9M audio-text pairs. As shown in figure, The text descriptions in Auto-ACD contain long texts (18 words) and diverse vocabularies (23K), and provide information about the surrounding auditory environment(data point with shadow) in which sounds take place.
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We provide a csv file. For each data pairs, we provide YouTube URLs and generated caption. Each line in the csv file has columns defined by here.
# YouTube ID, caption
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