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-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Heavy rain and strong wind ambience with rustling leaves and water splashing on surfaces, without any loud explosions, bangs, pops, or bursting impact sounds
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "several very loud explosions occur", "a loud explosion as gusts of wind blow", "Loud bursts of explosions with high wind", "Loud banging followed by one louder bang with some static", "very loud explosions with pops and bursts of more explosions" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-CcGuq0yoKo_30
audiocaps
audiocaps_test
negative
A woman speaking into a microphone with occasional static clicks and faint distant child yelling, without any male yelling, angry shouting, or male speech of any kind
[ "a woman is speaking from a microphone", "a female speaking", "a female speaking", "a female voice speaking on a microphone", "a woman speaking on a microphone as a kid yells in the distance with periodic audio static clicks" ]
[ "a man yelling very loudly while speaking", "a man delivering a speech with some faint static buzzing", "male yelling loudly and forcefully", "man yelling in anger", "a man delivering a speech" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-R69Fa-mCaY_20
audiocaps
audiocaps_test
negative
Continuous chainsaw cutting wood with crackling and creaking sounds, without any aircraft engines, propeller whish, or high-pitched engine revving noises.
[ "sound of cutting with a chainsaw with a little pause and again followed by the same sound", "a chainsaw cutting as wood is cracking", "a chainsaw cutting as wood cracks and creaks", "a chainsaw running and crackling", "a saw running continuously" ]
[ "aircraft engine revs and creates propeller whish", "a power tool motor running then revving", "a motor is revving up", "Loud vibrations from a revving engine that increases", "loud high frequency buzzing and revving of a propeller" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-SkjbQVgJ0M_30
audiocaps
audiocaps_test
negative
A single man talking near a road with cars driving by, without additional speakers, conversations, or solo speech unaccompanied by passing vehicle sounds
[ "a man speaking followed by a car driving by", "a car passes by shortly after a man starts talking", "a man speaking as vehicles drive by and leaves rustling", "a man talking as a vehicle drives by as rain patters on a hard surface", "a man talking near a road with fast moving vehicles passing by" ]
[ "a man speaks then a second man speaks followed by a woman speaking", "a young male speaking", "a young boy talking", "young man speaking with slight movement sounds", "a male speaking" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-Sz4z0QwEuM_20
audiocaps
audiocaps_test
negative
A clear recording of one or two long, loud human burps or belches without any preceding or following speech, talking, or extended series of multiple eructations
[ "a long burp ends in a sigh", "a person burps loudly", "someone belching very loudly two times", "a long, loud burp", "burping, belching" ]
[ "a man talking followed by a series of belches", "a man speaks followed by eructation", "a man speaks followed by burping", "a man speaks briefly followed by a succession of several eructations", "a man talking followed by a series of belches" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-aYumc8KoXg_60
audiocaps
audiocaps_test
negative
Approaching car with distant horn honks and engine noise, without any train horns, railroad tracks, crossing bells, or other railway warning signals.
[ "a vehicle is driving, and a horn is honking", "A short horn followed by a car approaching with a longer horn", "a distant horn rings as a vehicle approaches", "the sound of horn from a car approaching from a distance", "distant honking and humming of an engine as a car approached with a loud honk nearby" ]
[ "a train horn blowing several times as a train runs on railroad tracks and a railroad crossing signal rings in the distance", "a train horn blowing as a train runs and railroad crossing signals ring in the distance", "a railroad car sounds train horn as it approaches", "a train horn blows several times as rai...
{ "_empty": true }
gpt-5.1
gpt-5.1
-mb4Fw4Z0xg_17
audiocaps
audiocaps_test
negative
Loud race or car engines accelerating with wind and people laughing, without any emergency sirens, intercom announcements, or a man yelling or speaking over a loudspeaker
[ "a car engine accelerating and then laughter", "humming of a loud engine with people laughing", "humming of an engine with wind blowing and people speaking", "race cars are racing followed by people talking", "race car racing by some people laughing" ]
[ "emergency vehicle racing by with siren and a man yelling", "a crowd of people talking as emergency sirens sound and a truck accelerates followed by a man speaking over an intercom", "a truck engine driving by while emergency sirens wail as a crowd of people talk followed by a man speaking over an intercom", ...
{ "_empty": true }
gpt-5.1
gpt-5.1
-mhFGevxLUg_30
audiocaps
audiocaps_test
negative
Male speech with low background murmuring and subtle echoing ambience without audience laughter, crowd reactions, clinking glasses, or dinner plates clacking sounds
[ "a man speaks with low speech in the background", "a man speaking with murmuring in the background", "man gives speech, echo heard in background", "a man is speaking with people talking and whooshing noises in the background", "male speaking with another male voice in the background" ]
[ "a man speaks as an audience laughs", "a man speaking on a microphone as a crowd of people laugh followed by glass clinking", "a man speaking on a microphone as a crowd of people laugh followed by dinner plates clacking", "an adult male speaking through a microphone on a stage while an audience laughs at him"...
{ "_empty": true }
gpt-5.1
gpt-5.1
-nQHwrRLfc0_30
audiocaps
audiocaps_test
negative
Continuous humming and rattling from an idling chainsaw or mid-size engine without any sewing machine operating sounds, sewing machine vibrations, or textile-related mechanical clicking.
[ "clicking and vibrating of a humming rattling engine", "engine running steadily", "chainsaw being run", "an engine is idling", "a mid-size motor is idling, vibrating and humming" ]
[ "vibrations from a sewing machine", "a sewing machine operating", "a sewing machine operating", "vibrations from a sewing machine", "clicking and vibrations from a sewing machine" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0G7rb74R-2A_30
audiocaps
audiocaps_test
negative
A male comedian speaking into a microphone onstage with clear audience laughter and clinking tableware, without background murmuring conversations, echoey speeches, or overlapping second male voices
[ "a man speaks as an audience laughs", "a man speaking on a microphone as a crowd of people laugh followed by glass clinking", "a man speaking on a microphone as a crowd of people laugh followed by dinner plates clacking", "an adult male speaking through a microphone on a stage while an audience laughs at him"...
[ "a man speaks with low speech in the background", "a man speaking with murmuring in the background", "man gives speech, echo heard in background", "a man is speaking with people talking and whooshing noises in the background", "male speaking with another male voice in the background" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0Rpjl1AO-P0_30
audiocaps
audiocaps_test
negative
A car engine idling, then revving and shifting gears while driving, without any boat engine sounds, water splashes, or wind over open water.
[ "a car engine is revving while driving", "a car engine idling then starts to rev shortly after", "car engine accelerates and shifts gears", "a motor vehicle engine is running and vibrating, and it accelerates and then idles", "a vehicle driving then accelerating alongside a series of plastic clicks" ]
[ "a boat engine running", "a motorboat accelerating and water splashing", "a distant engine hums loudly with splashing water and blowing wind", "a boat engine revving up", "a motorboat driving by while water splashes" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0a9wVat2PWk_230
audiocaps
audiocaps_test
negative
A moving train on railroad tracks with its horn sounding clearly, without any idling truck engines, truck horns, or stationary vehicle background noise.
[ "a train sounds horn and travels", "a train horn blowing as a train runs on railroad tracks while a man talks quietly in the background", "a muffled train running on railroad tracks followed by a train horn honking", "train horn sounds as it moves along tracks", "a train sounds horn while traveling on train...
[ "engine idling continuously followed by honking", "humming and rustling from a large engine followed by two honks of a horn", "a truck engine running followed by a truck horn honking", "a truck is idling, and a horn honks", "a truck engine running followed by a truck horn honking" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0jGH7A_hpBM_30
audiocaps
audiocaps_test
negative
Two adult men speaking one after another with soft paper rustling in the background, without any microphone amplification, public speech, or podium-style address sounds
[ "two men are speaking and paper is being shuffled", "an adult male speaks, followed by another adult male speaking", "a man narrating followed by another man speaking then speaking through a television speaker", "one man speaking, then another man speaking", "a man speaking followed by another man speaking ...
[ "a male speaking over a microphone", "a man is speaking on a microphone", "a man speaking into a microphone", "an adult male gives a speech", "a man speaking into a microphone" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
11SEBDuoqSk_50
audiocaps
audiocaps_test
negative
Loud airplane engine noise with continuous rapid machine gun fire, without brief idle vehicle engines, short truck vibrations, or any standalone engine idling sounds
[ "humming of an engine with rapid gunshots", "an aircraft engine flying before becoming louder while several rapid gunshots fire", "an engine chugging loudly together with gunfire", "machine gun fire coming from an airplane", "vibrating followed by rapid gunshots with an airplane engine" ]
[ "a short loud vibration", "an idle vehicle engine running", "brief vibrations from a truck", "a engine running briefly", "an engine running very briefly" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
1GgEpRZDWN0_410
audiocaps
audiocaps_test
negative
Conversation between a man and a woman with possible soft background voices and paper shuffling, without any solo male monologue or elderly man speaking alone
[ "a woman and a man talking as another man talks softly and papers shuffle in the background", "a woman and man speaking", "a man and woman speak", "man and woman talking", "female and male are having conversation" ]
[ "an adult male is speaking in a quiet environment", "an adult male is speaking", "a man speaking", "an elderly man speaking", "an elderly man speaking" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
1IoHRTUp86c_70
audiocaps
audiocaps_test
negative
A woman speaking over an aircraft intercom with a muffled airplane engine running and accelerating, without crowd chatter, splashing water, boat or ship noises, or prominent male speech
[ "a woman speaks briefly over a radio with an aircraft engine running", "an aircraft engine humming as a woman speaks over an intercom followed by an aircraft engine accelerating", "a woman talking over an intercom as an aircraft engine runs then accelerates", "a woman speaks briefly, and an muffled engine rum...
[ "a large motor is running smoothly, water is splashing, people are talking in the background, and an adult male speaks in the distance", "an engine running and wind with various speech in the background", "a motorboat engine operating as a crowd of people talk followed by metal creaking and a man speaking", "...
{ "_empty": true }
gpt-5.1
gpt-5.1
1L_OyngNZMA_30
audiocaps
audiocaps_test
negative
Echoing male speech on microphones with crowd laughter, cheering, and applause, without any female speech, whistling, or throat clearing sounds present
[ "a man speaks into an echoing, a crowd laughs and cheers", "echoing male speech, laughter and applause", "male speaking, laughter and shouting and clapping", "a man speaking on a microphone followed by another man speaking on a microphone as a crowd of people laugh and cheer", "two men talking on a micropho...
[ "a crowd applauds with laughter while people communicate followed by a woman speaking", "Applause, a female speech and whistling", "a crowd applauds followed by a woman and a man speaking", "a crowd is applauding, an adult female speaks, the crowd laughs, claps and whistles, and then another adult female begi...
{ "_empty": true }
gpt-5.1
gpt-5.1
1Og2TJ3bXW0_20
audiocaps
audiocaps_test
negative
A steady aircraft engine humming and then slowing down with plastic clicking or clanking sounds, without any liquid spraying, hissing, or background music playing.
[ "an aircraft engine running then slowing down after a plastic click", "a quiet whirring of an airplane", "the whir of an aircraft engine", "an aircraft engine running then slowing down with a plastic clank in the background", "an aircraft engine humming followed by plastic clanking then an aircraft engine s...
[ "loud humming followed by hissing", "liquid is being sprayed", "high pressure liquid spraying as a radio plays in the background", "music plays in the background as a machine motor hums and liquid is being sprayed", "a motor engine humming as liquid sprays and music plays in the background" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
1OyEgzXCkYE_22
audiocaps
audiocaps_test
negative
Continuous speech from one adult male speaking into a microphone without any second male voice, dialogue, overlapping conversation, or paper rustling sounds
[ "a male speaking over a microphone", "a man is speaking on a microphone", "a man speaking into a microphone", "an adult male gives a speech", "a man speaking into a microphone" ]
[ "two men are speaking and paper is being shuffled", "an adult male speaks, followed by another adult male speaking", "a man narrating followed by another man speaking then speaking through a television speaker", "one man speaking, then another man speaking", "a man speaking followed by another man speaking ...
{ "_empty": true }
gpt-5.1
gpt-5.1
1a2XWJ8NA_Q_30
audiocaps
audiocaps_test
negative
Continuous motorboat engine and wind noise with women talking, without any male speech or typical idling car or truck engine sounds.
[ "distant, muffled murmuring together with an engine running continuously and light wind", "a motorboat engine running as two women are talking and wind is blowing into a microphone", "a boat engine sounds, wind blows by, people speak", "clicking and sputtering of a running engine with people speaking and wind...
[ "A vehicle running and a man talking", "an engine running and a male speaks", "a man talks as a vehicle engine runs idle", "a mid-size motor vehicle engine is idling, and an adult male speaks", "an engine running and then a male speaking while the engine continues running" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
1j5NMuq1X30_30
audiocaps
audiocaps_test
negative
High pressure liquid spraying with a steady motor hum and faint background music, without any vacuum cleaner suction sounds or vacuum cleaning noise present
[ "loud humming followed by hissing", "liquid is being sprayed", "high pressure liquid spraying as a radio plays in the background", "music plays in the background as a machine motor hums and liquid is being sprayed", "a motor engine humming as liquid sprays and music plays in the background" ]
[ "a vacuum running", "A vacuum moving back and forth", "escaping steam is hissing, while a tool motor runs and suction is present", "a vacuum cleaner cleaning a surface and hissing", "Vacuum cleaner sucks something." ]
{ "_empty": true }
gpt-5.1
gpt-5.1
22L_3pBa1AI_18
audiocaps
audiocaps_test
negative
Loud race cars speeding past with strong engine revving and gear shifting, without any boat engines, water splashes, or wind over water sounds
[ "a car is shifting gears", "a car engine revs as it passes by", "humming and vibrations of a vehicle speeding past and into the distance", "race cars are passing by", "vibrations from an engine as a car speeds past" ]
[ "a boat engine running", "a motorboat accelerating and water splashing", "a distant engine hums loudly with splashing water and blowing wind", "a boat engine revving up", "a motorboat driving by while water splashes" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
2ErfX6ZT5pM_0
audiocaps
audiocaps_test
negative
A clear toilet flushing sound in a bathroom with distant humming, child speech, or music, without continuous faucet running, metal clanking, pots banging, or sink water splashing.
[ "some child speaking in the distant and a toilet flushing", "some humming followed by a toilet flushing", "a toilet flushing", "a toilet flushing", "a toilet flushes as music plays in the distance" ]
[ "metal clacking followed by water flowing and splashing into a container then draining down a pipe", "Tapping followed by water running", "a tapping sound followed by running water", "a bird calls in the distance occasionally, a hollow clanking sound is followed by rushing water, a double thump, and a trickli...
{ "_empty": true }
gpt-5.1
gpt-5.1
2JutOgAnqWA_120
audiocaps
audiocaps_test
negative
Electric power tool drilling with humming motor, metal rattling, grinding, and soft squealing, without continuous wood sawing, plank cutting, or dominant industrial saw buzz sounds
[ "humming and vibrating of a power tool with some high frequency squealing", "a machine motor running alongside gears cranking followed by a power tool humming then drilling", "a tool motor is running, a rattling sound occurs, then humming also, then soft squealing occurs", "a tool motor is running while metal...
[ "hard planks click together and an electric saw cuts material", "sustained industrial sawing noise", "thumping noise followed by a tool sawing wood", "tapping followed by high pitched buzzing", "knocking noises followed by a machine sawing" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
2KEfkDO6hlA_30
audiocaps
audiocaps_test
negative
Car engines accelerating and shifting gears with humming and wind rustling, without any boat motors, water splashes, or motorboat engine sounds
[ "humming of an accelerating engine with wind passing and rustling", "vehicle accelerating", "several motor vehicles accelerating", "car engine accelerates and shifts gears", "humming of an accelerating engine with rustling" ]
[ "a boat engine running", "a motorboat accelerating and water splashing", "a distant engine hums loudly with splashing water and blowing wind", "a boat engine revving up", "a motorboat driving by while water splashes" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
2UNuMbxz9ds_22
audiocaps
audiocaps_test
negative
A powerful land vehicle engine revving and popping, then accelerating with tire skids and whip-like smacks, without any boat engines, water splashes, or wind over water sounds
[ "a vehicle engine revving then sharply accelerating as tires skid as leather whips against fiberglass three times", "an engine revving and popping", "a vehicle engine revving then accelerating at a high rate as a metal surface is whipped followed by tires skidding", "a vehicle engine is revving up", "a vehi...
[ "a boat engine running", "a motorboat accelerating and water splashing", "a distant engine hums loudly with splashing water and blowing wind", "a boat engine revving up", "a motorboat driving by while water splashes" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
2ceUOv8A3FE_20
audiocaps
audiocaps_test
negative
Continuous train movement with repeated train horn blasts and soft background speech, without any nearby car engines, car approaches, or distinct automobile horn sounds.
[ "a rolling train blows its horn multiple times", "a train horn blowing multiple times as a train runs on railroad tracks while a man and a young kid talk in the background alongside birds cooing in the distance", "a train running on railroad tracks as a train horn blows several times alongside a child yelling i...
[ "a vehicle is driving, and a horn is honking", "A short horn followed by a car approaching with a longer horn", "a distant horn rings as a vehicle approaches", "the sound of horn from a car approaching from a distance", "distant honking and humming of an engine as a car approached with a loud honk nearby" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
2msevPMQB4M_10
audiocaps
audiocaps_test
negative
Continuous power tool drilling and cutting with vibration, humming, and occasional compressed air or steam hissing, without any vacuum cleaner suction, sweeping motion, or household cleaning sounds
[ "a power tool drill operating followed by compressed air releasing and steam hissing", "a power tool vibrating and humming", "A drilling sound with humming in the background", "a power tool is being used to cut", "a machine is drilling" ]
[ "a vacuum running", "A vacuum moving back and forth", "escaping steam is hissing, while a tool motor runs and suction is present", "a vacuum cleaner cleaning a surface and hissing", "Vacuum cleaner sucks something." ]
{ "_empty": true }
gpt-5.1
gpt-5.1
32565FEuksc_30
audiocaps
audiocaps_test
negative
A woman giving a speech followed by crowd applause without any male speaking voice, laughter, or comedic audience reactions present in the recording
[ "a woman speaks and a crowd applauds", "a woman speaking as a crowd of people applaud", "a woman gives a speech followed by applause", "a woman gives a speech and a crowd claps", "a woman speaks followed by the applause of a crowd" ]
[ "a man talking followed by a crowd laughing and applauding", "male speaking and then laughter and applause", "a man is speaking followed by applause", "a man speaking followed by applause and laughter from an audience", "A man speaks and then a crowd breaks into applause and laughter" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
3RultJjvTWI_400
audiocaps
audiocaps_test
negative
Crowd conversation, laughter, and occasional shouting beside a splashing river or stream with wind, without dominant female yelling or ocean waves crashing sounds.
[ "'A group of young adults laughing followed by a man shouting as a stream of water splashes and flows while wind blows", "water splashing with speech and brief laughter", "a young girl talks followed by another young girl laughing then a young man yelling as a river stream splashes and flows with a crowd of peo...
[ "a woman yelling and laughing as a group of people shout while ocean waves crash and wind blows into a microphone", "woman screaming and yelling to another person with loud wind and waves in background", "A female speech and laughing with running water", "ocean waves crashing as a woman laughs and yells as a ...
{ "_empty": true }
gpt-5.1
gpt-5.1
3XuyGJqaXv8_16
audiocaps
audiocaps_test
negative
A man speaking over an intercom with background crowd chatter and dog barking, without any laughter, cheering, clapping, or audience applause sounds present
[ "a man speaking over an intercom as a crowd of people talk followed by a dog barking", "an adult male speaks in the foreground, and dogs are barking and people are talking in the background", "a man speaks over a loudspeaker with a crowd talking in the distance and dogs barking", "a man speaks over an interco...
[ "a person speaking and various laughter and clapping", "speaking and various laughter followed by laughter", "a crowd of people laughing and cheering as a man speaks on a microphone", "an adult male speaks, and a crowd laughs and then cheers and applauds", "a man speaking on a microphone followed by a crowd...
{ "_empty": true }
gpt-5.1
gpt-5.1
3ghVB-KaU_E_30
audiocaps
audiocaps_test
negative
A recording of a man speaking with cloth scraping and compressed air hissing in the background, without any frying, sizzling food, or kitchen utensil sounds
[ "a man talking followed by a brush scrapping then liquid spraying in the background", "man speaking continuously with hissing in the background", "a man is speaking with hissing background noises", "cloth scrapping followed by cloth rubbing as a man is talking and compressed air hisses in the background", "...
[ "male voice speaking and sizzling of food cooking", "a man is speaking as food is frying", "a man speaking with frying food and stirring sounds", "food and oil sizzling as a man is talking while metal clanks against a pan", "a man speaks accompanied by sizzling and tapping as food is fried" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
3hzy-FL24no_17
audiocaps
audiocaps_test
negative
Flowing, splashing water with a small buzzing motor in the background, without any idling vehicle engine sounds, car vibrations, or prominent outdoor bird cawing.
[ "water running quickly", "mechanical engine and running water", "a small motor is buzzing and water is running, splashing and gurgling", "a stream of water flowing and trickling as a small motor hums in the background followed by camera muffling", "a steady stream of water flowing as a small motor hums foll...
[ "an engine is vibrating", "an idle vehicle engine running followed by bird cawing in the background and a plastic camera click", "vibrating and humming from an idling engine", "humming of an idling engine", "a vibrating car engine idles" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
3iLGu2Omgrw_30
audiocaps
audiocaps_test
negative
Elderly male speech recorded in a quiet environment without any female voices, female speeches, or women speaking into microphones
[ "an adult male is speaking in a quiet environment", "an adult male is speaking", "a man speaking", "an elderly man speaking", "an elderly man speaking" ]
[ "an adult female is speaking in a quiet environment", "a woman speaking on a microphone", "a female speaking", "a woman speaking", "a woman is performing a speech" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
3ue0gJM0THk_30
audiocaps
audiocaps_test
negative
Loud high frequency buzzing and revving engine or propeller sounds without any chainsaw cutting, wood cracking, creaking, or continuous sawing noise
[ "aircraft engine revs and creates propeller whish", "a power tool motor running then revving", "a motor is revving up", "Loud vibrations from a revving engine that increases", "loud high frequency buzzing and revving of a propeller" ]
[ "sound of cutting with a chainsaw with a little pause and again followed by the same sound", "a chainsaw cutting as wood is cracking", "a chainsaw cutting as wood cracks and creaks", "a chainsaw running and crackling", "a saw running continuously" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
404cD3bVXDc_30
audiocaps
audiocaps_test
negative
Audio of an infant crying and sometimes yelling with a man speaking on a television in the background, without any woman mumbling or softly talking beforehand
[ "an infant crying then shouting as a man talks through a television speaker", "A man speaks over the television and a baby cries", "an infant crying then yelling as a man speaks through a television speaker", "a baby crying with a television on in background", "an infant talking while a man speaks through a...
[ "an infant crying as a woman mumbles", "a baby whining and crying", "a woman mumbling followed by an infant crying", "a child whining and crying", "a person talking softly before an infant cries" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
4CAMv5nlr-0_30
audiocaps
audiocaps_test
negative
A forceful male speech in a reverberant hall followed by crowd applause and cheering, without any dog barking, intercom loudspeaker effects, or continuous background crowd chatter.
[ "a man speaking followed by a crowd of people applauding and cheering", "in an echoing space, an older man speaks loudly, followed by enthusiastic applause", "a man gives a speech followed by applause", "a man speaking forcefully", "a man speaks as he gives a speech and then the crowd cheers" ]
[ "a man speaking over an intercom as a crowd of people talk followed by a dog barking", "an adult male speaks in the foreground, and dogs are barking and people are talking in the background", "a man speaks over a loudspeaker with a crowd talking in the distance and dogs barking", "a man speaks over an interco...
{ "_empty": true }
gpt-5.1
gpt-5.1
4SZ7JXDCNps_210
audiocaps
audiocaps_test
negative
A booming car engine revving and accelerating with plastic rattling, without any boat motor sounds, water splashes, or strong wind noise.
[ "an engine booms and hums with constant rattling", "a car is accelerating", "plastic rattling as a vehicle engine accelerates", "a vehicle engine accelerating and plastic rattling", "a car engine revving" ]
[ "a motor is revving and changing gears", "a motorboat driving by as water splashes followed by wind blowing into a microphone", "a motorboat driving by as water splashes followed by wind blowing into a microphone", "a boat motor runs fast and water splashes at regular intervals, then it fades and the wind is ...
{ "_empty": true }
gpt-5.1
gpt-5.1
4YMXgLFcR94_30
audiocaps
audiocaps_test
negative
Male speech with an amplified voice followed by audience applause, without any female speaker, woman’s voice, or female-presenting narrator in the recording
[ "male speaking and then applause", "a man speaks followed by applause", "a man speaks, and an audience applauds", "an adult male speaks, with his voice amplified, after which crowd of people clap", "a man speaks and then an audience claps" ]
[ "a woman speaks and a crowd applauds", "a woman speaking as a crowd of people applaud", "a woman gives a speech followed by applause", "a woman gives a speech and a crowd claps", "a woman speaks followed by the applause of a crowd" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
4bUL_ttiOdw_21
audiocaps
audiocaps_test
negative
Continuous crying from a single upset baby without any adult or child speaking, excluding recordings with background conversations or multiple babies crying together
[ "a baby cries continuously", "a baby crying repeatedly", "baby upset and crying", "a baby is crying", "a baby is crying" ]
[ "a baby is crying, and a woman speaks", "a baby is crying and a child speaks in the background, then an adult female speaks and the baby sobs", "an infant crying followed by a child speaking in the background then a young woman talking", "an infant crying with another infant crying in the background followed ...
{ "_empty": true }
gpt-5.1
gpt-5.1
4fz0-Kx2oNs_250
audiocaps
audiocaps_test
negative
Continuous loud sizzling and popping of food frying in hot oil in a pan without any faucet water running, pouring, splashing, or container filling sounds
[ "food and oil sizzling followed by a person snapping", "sizzling of food frying", "loud, continuous sizzling", "a continuous sizzling with oil popping", "food frying in a pan" ]
[ "water pouring out of a faucet at a high rate followed by a container filling with liquid before splashing out proceeded by scrubbing on a plastic surface", "a faucet pouring water as a plastic container fills with liquid and scrubbing against a plastic surface while water trickles", "water running out of a fau...
{ "_empty": true }
gpt-5.1
gpt-5.1
4lv9aLXtud0_0
audiocaps
audiocaps_test
negative
Audio of a man yelling before and after one loud belch without continuous talking or a long series of multiple belches
[ "man yelling and belching", "a man shouting before and after a person belches loudly", "a man shouting before and after someone belching", "a man shouting before and after a person belches", "a man yelling before and after a person belching" ]
[ "a man talking followed by a series of belches", "a man speaks followed by eructation", "a man speaks followed by burping", "a man speaks briefly followed by a succession of several eructations", "a man talking followed by a series of belches" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
4pf-PIymDhU_20
audiocaps
audiocaps_test
negative
Continuous jackhammer drilling vibrations with metallic clanking, without any car or auto engine idling, motor humming, or background bells ringing sounds
[ "a jackhammer operating", "a power tool is in use", "a jackhammer operating then slowing down before operating at a normal rate again", "a jackhammer drilling and vibrating continuously", "vibrations and clanking from a drill" ]
[ "an engine idling with bells ringing in the background", "car engine idling", "humming and rattling of an idling engine with some bells ringing in the background", "a car engine idling", "an auto engine running loudly with some metallic sounds in the background" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
4xrL4TSgHwU_30
audiocaps
audiocaps_test
negative
A single vehicle engine that stalls or stutters with a loud bang before starting and idling, without any engine revving, crowd noise, or multiple vehicles humming.
[ "a vehicle engine stalling then starting up and running idle", "a vehicle engine stalling then starting up and running idle", "a vehicle engine starting up then running idle", "a vehicle engine stuttering while starting up then running idle", "loud banging followed by chugging engine" ]
[ "engines hum and vibrate and rev their engines", "a vehicle engine running idle then revving as a crowd of people talk in the background", "an engine revving", "vehicles hum and vibrate as they rev their engines", "cars humming and rumbling as they rev and idle" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
5I8lmN8rwDM_140
audiocaps
audiocaps_test
negative
Continuous loud power tool motor buzzing and drilling in a workshop without any background music, television audio, plastic clicking, white noise hissing, or rattling sounds
[ "a loud machine running", "a machine motor buzzing and humming", "drilling noise loud and continkus", "a power tool sanding", "a tool buzzing" ]
[ "music playing through a television speaker followed by a series of plastic clicking while white noise hisses", "a machine is in use and making whoosh and vibrating sounds", "a series of plastic clicking as muffled rock music plays and audio static hisses in the background", "hissing and rattling", "white n...
{ "_empty": true }
gpt-5.1
gpt-5.1
5t6tSW0yT40_410
audiocaps
audiocaps_test
negative
Short mechanical spraying with soft motor hum and steady hiss, without continuous vacuum cleaner suction, back-and-forth movement, or dominant cleaning appliance noise.
[ "a machine is used to spray an object", "Short spraying that stops near the end", "white noise followed by a consistent hissing", "a sprayer sprays with low machine noise in the background", "a motor hums softly followed by spraying" ]
[ "a vacuum running", "A vacuum moving back and forth", "escaping steam is hissing, while a tool motor runs and suction is present", "a vacuum cleaner cleaning a surface and hissing", "Vacuum cleaner sucks something." ]
{ "_empty": true }
gpt-5.1
gpt-5.1
5xC4hkAWiao_0
audiocaps
audiocaps_test
negative
A large motor vehicle engine idling, revving, and sputtering as it dies down without any boat, aircraft, helicopter, or strong wind noise present
[ "an engine running and then revving", "car engine running and then slowly turning off with a loud stuttering noise going off twice with slight pause between", "a large motor vehicle engine is idling, then it labors and creaks", "a motor vehicle engine is idling", "a vehicle's engine starts to die down" ]
[ "a motorboat engine revving", "an engine running and wind blowing hard", "an aircraft motor is operating with rhythmic whirring, then wind roars", "a helicopter flying followed by wind heavily blowing into a microphone", "a helicopter flying followed by wind heavily blowing into a microphone" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
63KW_EQ72yU_30
audiocaps
audiocaps_test
negative
Very loud explosive bangs and popping bursts with strong wind gusts, without any continuous engine hum, motorboat sounds, or speedboat racing across water noises
[ "several very loud explosions occur", "a loud explosion as gusts of wind blow", "Loud bursts of explosions with high wind", "Loud banging followed by one louder bang with some static", "very loud explosions with pops and bursts of more explosions" ]
[ "a speedboat is racing across water with loud wind noise", "wind blows hard and an engine hums loud", "a motorboat drives on water quickly", "a speedboat races across water with vroom sounds", "wind blowing hard and a loud humming engine" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
67BsqRkh-dU_10
audiocaps
audiocaps_test
negative
Toilet flushing with suctioned, gurgling drain water and faint background music, without continuous running tap water or gradually increasing flowing water sounds.
[ "a toilet is flushed", "a flush occurs and suctioned water splashes and gurgles, while music plays in the background", "a toilet flushes and water drains", "a toilet flushing water as music plays in the background", "a toilet flushing as music is playing and a man is singing in the distance" ]
[ "Water running and someone getting closer as the water gets louder", "water flowing and splashing, increases in volume suddenly", "water trickling into a container", "water running then growing louder", "water turning on and running continuously" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
6Nvu6EcpdE8_30
audiocaps
audiocaps_test
negative
Audio of one man speaking over wind with a brief click and hum, without any second male speaker, conversation, or paper rustling sounds
[ "the wind is blowing, an adult male speaks via an electronic device, and a click occurs", "a man is talking then an engine turns on", "Wind blowing with a man speaking followed by a click and light hum", "wind blows and a man speaks with a quick pop", "a main is smoothly speaking over a loud faint noise" ]
[ "two men are speaking and paper is being shuffled", "an adult male speaks, followed by another adult male speaking", "a man narrating followed by another man speaking then speaking through a television speaker", "one man speaking, then another man speaking", "a man speaking followed by another man speaking ...
{ "_empty": true }
gpt-5.1
gpt-5.1
6OlHuvJR_Dk_30
audiocaps
audiocaps_test
negative
Loud helicopter rotor and wind noise from a helicopter flying overhead, without steady idling vehicle engines or constant ground-based motor running sounds
[ "A helicopter engine working", "a helicopter flies with loud chopping noises", "helicopter flying overhead sounds", "helicoptor flying", "loud wind with a faint mechanical whirring sound" ]
[ "an engine running", "engine idling consistently", "vehicle motor running", "an idle vehicle engine running", "an engine running" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
6ZwYgzcN6Is_60
audiocaps
audiocaps_test
negative
Loud ocean surf and strong wind with a woman yelling and laughing and distant crowd shouting, without river or stream splashing, indoor chatter, or primarily calm conversational speech
[ "a woman yelling and laughing as a group of people shout while ocean waves crash and wind blows into a microphone", "woman screaming and yelling to another person with loud wind and waves in background", "A female speech and laughing with running water", "ocean waves crashing as a woman laughs and yells as a ...
[ "'A group of young adults laughing followed by a man shouting as a stream of water splashes and flows while wind blows", "water splashing with speech and brief laughter", "a young girl talks followed by another young girl laughing then a young man yelling as a river stream splashes and flows with a crowd of peo...
{ "_empty": true }
gpt-5.1
gpt-5.1
6aWnK1GyeJY_30
audiocaps
audiocaps_test
negative
Audio of a baby crying with a distinct sneeze and clear female speaking voice, without any male television announcer or man talking through TV speakers
[ "Crying and then sneezing followed by more crying and a female speech.", "a baby is crying and a person sneezes then another person speaks", "a baby cries and women speak", "a baby cries while electronic speech occurs in the background, an adult female speaks, a sneeze occurs, and an adult female speaks once ...
[ "an infant crying then shouting as a man talks through a television speaker", "A man speaks over the television and a baby cries", "an infant crying then yelling as a man speaks through a television speaker", "a baby crying with a television on in background", "an infant talking while a man speaks through a...
{ "_empty": true }
gpt-5.1
gpt-5.1
6cS0FsUM-cQ_30
audiocaps
audiocaps_test
negative
A single angry cat meowing, growling, and hissing with male and female speech, without multiple cats meowing together or any man singing in the background.
[ "an adult male speaks, a cat caterwauls and hisses angrily, and an adult female speaks", "a cat meowing followed by people speaking", "a cat meowing and hissing and then female speech", "a man talking as a cat wails and hisses while a woman laughs then talks", "a person speaks and a cat growls" ]
[ "several cats meowing followed by a man singing", "several cats meowing followed by a man singing in the background", "several cats meowing followed by a man singing in the background", "several cats meowing followed by a man singing", "cats meowing loudly and then a male voice" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
6cyKp3EDm-0_30
audiocaps
audiocaps_test
negative
Audio of pigeons cooing and flapping wings with a man speaking clearly, without any crickets chirping or long periods of only bird sounds and no human voice
[ "pigeons are cooing flapping and a man talks", "something clicks repeatedly and then a man begins talking", "pigeons are making noises, and a man talks", "pigeons peck, coo, and flap their wings before a man speaks", "birds are flapping wings and making noises, and a man talks" ]
[ "bird cooing and wings flapping", "bird cooing then the sounds of wings flapping", "pigeons cooing followed by bird wings flapping as crickets chirp in the background", "pigeons cooing followed by bird wings flapping", "birds are cooing, and wings flap" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
6i5eQOpFk_U_170
audiocaps
audiocaps_test
negative
Running faucet water with splashing, plastic clanks, and male speech, without any food sizzling, frying sounds, wooden clanks on metal, or gravel scraping noises
[ "water is running, splashing and gurgling, thumps occur, an adult male speaks, and people are talking in the background", "plastic clanking before and after a man talking as water flows from a faucet while a child talks in the background", "a man speaking as water runs from the faucet", "faucet water flowing ...
[ "a man talking while wood clanks on a metal pan followed by gravel crunching as food and oil sizzle", "food and oil sizzling as a man is speaking followed by wooden clanking then gravel scraping", "a man speaks as food sizzles followed by some cracks", "a man is talking, and food is frying", "a man speaks a...
{ "_empty": true }
gpt-5.1
gpt-5.1
6ukYSXzfEgQ_20
audiocaps
audiocaps_test
negative
Continuous running water after metal clanking or pots banging, including splashing and trickling, without any toilet flushing, door creaks, footsteps, or plastic rattling sounds.
[ "metal clacking followed by water flowing and splashing into a container then draining down a pipe", "Tapping followed by water running", "a tapping sound followed by running water", "a bird calls in the distance occasionally, a hollow clanking sound is followed by rushing water, a double thump, and a trickli...
[ "A toilet flushing with footsteps and door opening", "a toilet flushing followed by plastic clacking and a door slowly creaking", "a toilet flushes followed by a metal latch clanking then a door slowly creaking open", "water trickles down followed by some rattling", "A toilet flushes and a door creaks as it...
{ "_empty": true }
gpt-5.1
gpt-5.1
79XDcI6xZm0_30
audiocaps
audiocaps_test
negative
An older male giving an amplified speech on a microphone with chanting and clapping crowd, without any female speaker or woman giving a speech in the recording
[ "a man speaking on a microphone as a crowd of people chant and clap while wind blows into a microphone", "a man is giving a speech while the crowd is chanting and clapping in the background", "a man speaking on a microphone as a crowd of people chant and clap", "a crowd chants, an adult male speaks in the for...
[ "a female speaking", "a woman speaking on a microphone as a crowd of people talk in the background", "a woman is speaking with low speech from a crowd", "a woman giving a speech", "a woman speaking on a microphone as a crowd of people talk in the background" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
7RMpCCkQks0_20
audiocaps
audiocaps_test
negative
Repeated velcro or sticky tape ripping and tearing over a steady industrial or ventilation hum without any airplane engine whirring, aircraft takeoff sounds, or plastic clanking noises
[ "velcro scrapping off fabric followed as an air ventilation system hums in the background", "an industrial motor is humming, and ripping and tearing are occurring", "consistent ripping and tearing", "some whirring and sticky tape ripping off from a surface", "repeated ripping occurs, then sharp tapping in t...
[ "an aircraft engine running then slowing down after a plastic click", "a quiet whirring of an airplane", "the whir of an aircraft engine", "an aircraft engine running then slowing down with a plastic clank in the background", "an aircraft engine humming followed by plastic clanking then an aircraft engine s...
{ "_empty": true }
gpt-5.1
gpt-5.1
7XXSOzDQ2z0_70
audiocaps
audiocaps_test
negative
Car or race car engines idling, clanking, and accelerating quickly into the distance without motorcycle engines, human speech, or close-up conversational background noise
[ "a race car engine is idling and then the car accelerates away quickly", "a mid-size motor vehicle engine is idling and clacking somewhat, followed by mid-size motor vehicles accelerating quickly with a brief tire squeal", "an engine throttles and clanks and then suddenly accelerates off into the distance", "...
[ "motorcycle engines running and revving as a man talks in the background", "an engine running and being revved and some muffled speech", "several motorcycle engines running and revving as a man talks in the background", "a motorcycle engine is revving with low speech in the background", "motorcycle engine r...
{ "_empty": true }
gpt-5.1
gpt-5.1
7_smJ8VbfSU_0
audiocaps
audiocaps_test
negative
A clear recording of one woman speaking with background crowd murmuring, without any male voices, paper rustling, narration, or television speaker sounds
[ "a woman speaking while a crowd murmurs in the background", "female speaking", "a woman is speaking with people communicating in the background", "a female speaking", "a woman speaking" ]
[ "two men are speaking and paper is being shuffled", "an adult male speaks, followed by another adult male speaking", "a man narrating followed by another man speaking then speaking through a television speaker", "one man speaking, then another man speaking", "a man speaking followed by another man speaking ...
{ "_empty": true }
gpt-5.1
gpt-5.1
7upINC4seBw_30
audiocaps
audiocaps_test
negative
Male speech over an idling motorboat engine with wind and gentle water sounds, without continuous stream splashing, spraying water, background music, or indoor rustling ambience
[ "an idle motorboat engine running as a man is speaking while wind blows into a microphone", "a man talking as an idle motorboat engine runs and water trickles while wind is blowing into a microphone", "a man speaks along with a running boat and wind blowing by and water splashing quietly", "a male speaking wh...
[ "a man speaking as a stream of water splashes and flows while music faintly plays in the distance", "a man speaks while water splashes", "humming and rustling with a man speaking", "a man talks while water burbles", "a man speaking as a stream of water sprays and splashes" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
8BPTQO_cx7E_20
audiocaps
audiocaps_test
negative
A man speaking to an audience followed by laughter and applause, without any female speech, whistling, or overlapping conversations before or after the clapping
[ "a man talking followed by a crowd laughing and applauding", "male speaking and then laughter and applause", "a man is speaking followed by applause", "a man speaking followed by applause and laughter from an audience", "A man speaks and then a crowd breaks into applause and laughter" ]
[ "a crowd applauds with laughter while people communicate followed by a woman speaking", "Applause, a female speech and whistling", "a crowd applauds followed by a woman and a man speaking", "a crowd is applauding, an adult female speaks, the crowd laughs, claps and whistles, and then another adult female begi...
{ "_empty": true }
gpt-5.1
gpt-5.1
8ipe6b1LwHQ_30
audiocaps
audiocaps_test
negative
Tableware sounds with glasses, porcelain dishes, and silverware clinking and rattling, without aluminum cans, plastic rattling, air hissing, or background crowd talking noises
[ "the clinking of glasses with some rustling", "glass clinks, thumps occur, and then silverware clatters", "dishes and silverware rattle and click from movement", "a glass plink occurs, a thump, and then clattering", "porcelain dishes clank followed by metal rattling" ]
[ "aluminum cans clanking followed by compressed air spraying as plastic rattles while a crowd of people talk in the distance", "metal clanking followed by plastic rattling and air spraying with a group of people talking faintly in the background", "metal clattering and rattling is ongoing, along with brief hissi...
{ "_empty": true }
gpt-5.1
gpt-5.1
8nUqSYC66mI_30
audiocaps
audiocaps_test
negative
Lively crowd noise with mixed male voices, cheering, laughing, clapping, and strong rushing water, without distinct female solo yelling, ocean waves, or prominent wind noise.
[ "people are shouting, laughing and clapping, water is rushing and splashing, and an adult male speaks and laughs in the foreground", "several people cheer and scream and speak as water flows hard", "water splashes and people scream and speak and laugh", "applause together with speech and hollering with runnin...
[ "a woman yelling and laughing as a group of people shout while ocean waves crash and wind blows into a microphone", "woman screaming and yelling to another person with loud wind and waves in background", "A female speech and laughing with running water", "ocean waves crashing as a woman laughs and yells as a ...
{ "_empty": true }
gpt-5.1
gpt-5.1
9BGLAUSF0sk_30
audiocaps
audiocaps_test
negative
Continuous idling vehicle engine hum and mechanical hissing without any river sounds, water flowing, stream noise, or other natural water ambience present
[ "an engine running", "a vehicle engine running and hissing loudly", "humming of an idling engine", "an idling engine humming non stop", "machinery running" ]
[ "a river stream of water flowing", "water flowing down a river", "a river stream flowing rapidly", "water flows loudly", "water moving down a stream swiftly" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
9BukzlPNqC8_60
audiocaps
audiocaps_test
negative
Power tool drilling and vibration with men speaking and some metal hammering, without steam engine chuffs, train sounds, or dominant steam hissing noises
[ "a power tool motor humming as compressed air hisses alongside a group of people talking in the background followed by hammering on a metal surface", "drilling in operation with speech and thumping in the background", "a drilling noise with a man speaking in the background", "soft drilling noise", "'A power...
[ "an idle steam engine running while steam blows and hisses and a man talks faintly in the background", "compressed air and steam releasing with a man faintly talking in the background", "a steam engine runs as steam hisses and sprays while a man is talking in the background", "a train makes hissing sound foll...
{ "_empty": true }
gpt-5.1
gpt-5.1
9E8BmPZ9mWc_12
audiocaps
audiocaps_test
negative
Loud truck engine revving and idling with men talking in the background, without any bus engine sounds or female announcer or loudspeaker voice.
[ "humming of loud engines with men speaking", "a truck revs up and moves, then men talk", "a truck engine running as a group of men are talking", "an engine chugging followed by distant speech", "a truck engine is running with people talking in the background" ]
[ "bus engine going then an announcers female voice speaking", "a muffled bus engine running as a woman speaks over an intercom", "a bus is idling when a voice from a speaker starts to talk", "humming of a loud engine with a woman speaking over a loudspeaker", "humming of an engine with a woman speaking over ...
{ "_empty": true }
gpt-5.1
gpt-5.1
9PN4gyxpH2M_40
audiocaps
audiocaps_test
negative
A man and woman talking with paper rustling and metal scissors cutting, without any plastic crinkling, plastic crumpling, or solo male speech with plastic sounds
[ "a man and a woman talking as paper crumbles and crinkles", "a man and a woman talking then the crinkling of paper", "a man and woman speaks with some rustling", "a man and a woman talking as paper crinkles", "an adult male and an adult female speak, while rustling and metal scissors cutting paper occurs" ]
[ "a man talking followed by plastic crumpling and crinkling", "a man talking followed by paper and plastic crinkling", "a man talking followed by plastic crinkling and crumpling", "a man talking followed by plastic crinkling and crumpling", "a man speaks with some light crinkling of plastic" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
9b6RqajfAmw_30
audiocaps
audiocaps_test
negative
Many pigeons cooing and flapping wings with background rustling and plastic clicks, without any human speech, hissing, or whistling sounds present
[ "pigeons coo and flap their wings", "birds chirping together with rustling", "many pigeons cooing and flapping", "pigeons cooing and birds flapping wings as a plastic clicks multiple times", "pigeons cooing and flapping their wings" ]
[ "a man talking as a person hisses while pigeons coo and bird wings flap in the background", "a man talking as pigeons are cooing and birds are chirping with bird wings flapping", "a man is speaking with bird sounds in the background followed by a whistling sound", "a man speaks as birds call and pigeons coo",...
{ "_empty": true }
gpt-5.1
gpt-5.1
-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Heavy rain and strong wind ambience with rustling leaves and water splashing on surfaces, without any loud explosions, bangs, pops, or bursting impact sounds
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "several very loud explosions occur", "a loud explosion as gusts of wind blow", "Loud bursts of explosions with high wind", "Loud banging followed by one louder bang with some static", "very loud explosions with pops and bursts of more explosions" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Heavy rain and strong wind ambience with water splashing on solid surfaces, without any motorboat, aircraft, helicopter, or other engine noises present
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "a motorboat engine revving", "an engine running and wind blowing hard", "an aircraft motor is operating with rhythmic whirring, then wind roars", "a helicopter flying followed by wind heavily blowing into a microphone", "a helicopter flying followed by wind heavily blowing into a microphone" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Intense heavy rain with strong wind, rustling leaves, and water splashing on surfaces, without any aircraft engine hum, airplane noise, or mechanical drone sounds
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "an aircraft engine running", "an aircraft engine operating", "humming from a large engine", "an aircraft engine is running smoothly and consistently", "aircraft engine with wind blowing hard" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Heavy rain pouring with strong wind, rustling leaves, and water splashing on solid surfaces without any motorboat, speedboat, engine humming, or mechanical vehicle noises
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "a speedboat is racing across water with loud wind noise", "wind blows hard and an engine hums loud", "a motorboat drives on water quickly", "a speedboat races across water with vroom sounds", "wind blowing hard and a loud humming engine" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Heavy rain and strong wind with water splashing and trickling on solid surfaces, without any helicopter engine noise, rotor blades, aircraft motors, or metallic whirring sounds
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "a helicopter engine operating while wind blows heavily into a microphone", "strong wind is blowing, an aircraft motor is operating, and metallic whirring and faint rotor slapping are present", "a helicopter engine running idle as wind blows heavily into a microphone", "the wind is blowing, an aircraft motor ...
{ "_empty": true }
gpt-5.1
gpt-5.1
-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Heavy rain and strong wind with rustling leaves and water splashing on surfaces, without any continuous river stream or flowing river water sounds
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "a river stream of water flowing", "water flowing down a river", "a river stream flowing rapidly", "water flows loudly", "water moving down a stream swiftly" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Heavy pouring rain with strong wind gusts, rustling leaves, and splashing water on surfaces, without any engine hum, vehicle motor noise, or mechanical machinery sounds
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "an engine running", "a vehicle engine running and hissing loudly", "humming of an idling engine", "an idling engine humming non stop", "machinery running" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-BUWGM7qeUM_10
audiocaps
audiocaps_test
negative
Heavy rain and strong wind with loud splashing and trickling water on solid surfaces, without any industrial engine hum, distant humming, or continuous static noise
[ "rain is heard falling", "heavy rain pouring on a surface as wind blows into a microphone", "Rain falling and wind blowing hard with rustling leaves", "wind is blowing and heavy rain is falling and splashing", "rain heavily pouring as wind blows into a microphone and streams of water trickle on a solid surf...
[ "sustained industrial engine noise", "rain falling outside", "humming sounds from a distance", "does not sound like any thing but static", "a loud static plays continuously" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-CcGuq0yoKo_30
audiocaps
audiocaps_test
negative
A woman speaking into a microphone with occasional distant child yelling and light static clicks, without any male yelling, angry shouting, or male speech of any kind
[ "a woman is speaking from a microphone", "a female speaking", "a female speaking", "a female voice speaking on a microphone", "a woman speaking on a microphone as a kid yells in the distance with periodic audio static clicks" ]
[ "a man yelling very loudly while speaking", "a man delivering a speech with some faint static buzzing", "male yelling loudly and forcefully", "man yelling in anger", "a man delivering a speech" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-R69Fa-mCaY_20
audiocaps
audiocaps_test
negative
Continuous chainsaw cutting through wood with cracking and creaking sounds, without any aircraft engines, propeller whish, or high-pitched motor revving noises.
[ "sound of cutting with a chainsaw with a little pause and again followed by the same sound", "a chainsaw cutting as wood is cracking", "a chainsaw cutting as wood cracks and creaks", "a chainsaw running and crackling", "a saw running continuously" ]
[ "aircraft engine revs and creates propeller whish", "a power tool motor running then revving", "a motor is revving up", "Loud vibrations from a revving engine that increases", "loud high frequency buzzing and revving of a propeller" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-SkjbQVgJ0M_30
audiocaps
audiocaps_test
negative
A man speaking outdoors near a road with cars driving past, including rustling or rain ambience, but without any additional people talking or multiple distinct speakers present
[ "a man speaking followed by a car driving by", "a car passes by shortly after a man starts talking", "a man speaking as vehicles drive by and leaves rustling", "a man talking as a vehicle drives by as rain patters on a hard surface", "a man talking near a road with fast moving vehicles passing by" ]
[ "a man speaks then a second man speaks followed by a woman speaking", "a young male speaking", "a young boy talking", "young man speaking with slight movement sounds", "a male speaking" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-SkjbQVgJ0M_30
audiocaps
audiocaps_test
negative
A single man speaking near a road with cars driving past, without any second male voice, conversation, indoor ambience, or prominent paper rustling sounds
[ "a man speaking followed by a car driving by", "a car passes by shortly after a man starts talking", "a man speaking as vehicles drive by and leaves rustling", "a man talking as a vehicle drives by as rain patters on a hard surface", "a man talking near a road with fast moving vehicles passing by" ]
[ "two men are speaking and paper is being shuffled", "an adult male speaks, followed by another adult male speaking", "a man narrating followed by another man speaking then speaking through a television speaker", "one man speaking, then another man speaking", "a man speaking followed by another man speaking ...
{ "_empty": true }
gpt-5.1
gpt-5.1
-Sz4z0QwEuM_20
audiocaps
audiocaps_test
negative
A single long, loud burp or one or two intense belches without any man talking, speech, or spoken words before or during the burping sounds
[ "a long burp ends in a sigh", "a person burps loudly", "someone belching very loudly two times", "a long, loud burp", "burping, belching" ]
[ "a man talking followed by a series of belches", "a man speaks followed by eructation", "a man speaks followed by burping", "a man speaks briefly followed by a succession of several eructations", "a man talking followed by a series of belches" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
-Sz4z0QwEuM_20
audiocaps
audiocaps_test
negative
A long, loud solo burp or belch, possibly ending in a sigh, without any speech, conversation, or laughter from girls or other people
[ "a long burp ends in a sigh", "a person burps loudly", "someone belching very loudly two times", "a long, loud burp", "burping, belching" ]
[ "a plastic clack followed by young girl talking then another a young girl burping proceeded by both girls laughing", "a click followed by loud burps and laughing from young girls", "a loud burping followed by a laughing from young girls", "a person speaks followed by a burping sound and laughter", "girl spe...
{ "_empty": true }
gpt-5.1
gpt-5.1
-aYumc8KoXg_60
audiocaps
audiocaps_test
negative
A car driving with distant horn honks that grow louder as it approaches, without any train horns, railroad tracks, or railroad crossing signal sounds
[ "a vehicle is driving, and a horn is honking", "A short horn followed by a car approaching with a longer horn", "a distant horn rings as a vehicle approaches", "the sound of horn from a car approaching from a distance", "distant honking and humming of an engine as a car approached with a loud honk nearby" ]
[ "a train horn blowing several times as a train runs on railroad tracks and a railroad crossing signal rings in the distance", "a train horn blowing as a train runs and railroad crossing signals ring in the distance", "a railroad car sounds train horn as it approaches", "a train horn blows several times as rai...
{ "_empty": true }
gpt-5.1
gpt-5.1
-aYumc8KoXg_60
audiocaps
audiocaps_test
negative
Approaching car engine noise with a distant horn that grows louder nearby, without any train horns, railroad sounds, birds, or people talking in the background
[ "a vehicle is driving, and a horn is honking", "A short horn followed by a car approaching with a longer horn", "a distant horn rings as a vehicle approaches", "the sound of horn from a car approaching from a distance", "distant honking and humming of an engine as a car approached with a loud honk nearby" ]
[ "a rolling train blows its horn multiple times", "a train horn blowing multiple times as a train runs on railroad tracks while a man and a young kid talk in the background alongside birds cooing in the distance", "a train running on railroad tracks as a train horn blows several times alongside a child yelling i...
{ "_empty": true }
gpt-5.1
gpt-5.1
-mb4Fw4Z0xg_17
audiocaps
audiocaps_test
negative
Loud race car or car engine racing past with wind and people laughing, without any emergency sirens, intercom announcements, or a man yelling or speaking clearly
[ "a car engine accelerating and then laughter", "humming of a loud engine with people laughing", "humming of an engine with wind blowing and people speaking", "race cars are racing followed by people talking", "race car racing by some people laughing" ]
[ "emergency vehicle racing by with siren and a man yelling", "a crowd of people talking as emergency sirens sound and a truck accelerates followed by a man speaking over an intercom", "a truck engine driving by while emergency sirens wail as a crowd of people talk followed by a man speaking over an intercom", ...
{ "_empty": true }
gpt-5.1
gpt-5.1
-mb4Fw4Z0xg_17
audiocaps
audiocaps_test
negative
Loud race car engines accelerating and humming with wind and people laughing, without any motorcycle engines revving or prominent solo male speech in the background
[ "a car engine accelerating and then laughter", "humming of a loud engine with people laughing", "humming of an engine with wind blowing and people speaking", "race cars are racing followed by people talking", "race car racing by some people laughing" ]
[ "motorcycle engines running and revving as a man talks in the background", "an engine running and being revved and some muffled speech", "several motorcycle engines running and revving as a man talks in the background", "a motorcycle engine is revving with low speech in the background", "motorcycle engine r...
{ "_empty": true }
gpt-5.1
gpt-5.1
-mhFGevxLUg_30
audiocaps
audiocaps_test
negative
A man speaking with low background murmuring and subtle echoing ambience without any audience laughter, crowd reactions, or clinking glasses and dinner plates sounds
[ "a man speaks with low speech in the background", "a man speaking with murmuring in the background", "man gives speech, echo heard in background", "a man is speaking with people talking and whooshing noises in the background", "male speaking with another male voice in the background" ]
[ "a man speaks as an audience laughs", "a man speaking on a microphone as a crowd of people laugh followed by glass clinking", "a man speaking on a microphone as a crowd of people laugh followed by dinner plates clacking", "an adult male speaking through a microphone on a stage while an audience laughs at him"...
{ "_empty": true }
gpt-5.1
gpt-5.1
-nQHwrRLfc0_30
audiocaps
audiocaps_test
negative
A mid-size engine or chainsaw idling with humming and rattling vibrations, without any sewing machine operation, textile equipment, or light domestic appliance sounds
[ "clicking and vibrating of a humming rattling engine", "engine running steadily", "chainsaw being run", "an engine is idling", "a mid-size motor is idling, vibrating and humming" ]
[ "vibrations from a sewing machine", "a sewing machine operating", "a sewing machine operating", "vibrations from a sewing machine", "clicking and vibrations from a sewing machine" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0G7rb74R-2A_30
audiocaps
audiocaps_test
negative
Male speech amplified through a microphone with loud audience laughter and clinking dishes, without background murmuring, echoey room tone, whooshing noises, or overlapping secondary voices
[ "a man speaks as an audience laughs", "a man speaking on a microphone as a crowd of people laugh followed by glass clinking", "a man speaking on a microphone as a crowd of people laugh followed by dinner plates clacking", "an adult male speaking through a microphone on a stage while an audience laughs at him"...
[ "a man speaks with low speech in the background", "a man speaking with murmuring in the background", "man gives speech, echo heard in background", "a man is speaking with people talking and whooshing noises in the background", "male speaking with another male voice in the background" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0Rpjl1AO-P0_30
audiocaps
audiocaps_test
negative
A car engine idling, then revving and shifting gears while driving, without any boat engine sounds, water splashes, or wind over water noises
[ "a car engine is revving while driving", "a car engine idling then starts to rev shortly after", "car engine accelerates and shifts gears", "a motor vehicle engine is running and vibrating, and it accelerates and then idles", "a vehicle driving then accelerating alongside a series of plastic clicks" ]
[ "a boat engine running", "a motorboat accelerating and water splashing", "a distant engine hums loudly with splashing water and blowing wind", "a boat engine revving up", "a motorboat driving by while water splashes" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0Rpjl1AO-P0_30
audiocaps
audiocaps_test
negative
A car engine idling, then revving and shifting gears while driving, with possible plastic clicking, but without any boat motor sounds, water splashes, or strong wind noise
[ "a car engine is revving while driving", "a car engine idling then starts to rev shortly after", "car engine accelerates and shifts gears", "a motor vehicle engine is running and vibrating, and it accelerates and then idles", "a vehicle driving then accelerating alongside a series of plastic clicks" ]
[ "a motor is revving and changing gears", "a motorboat driving by as water splashes followed by wind blowing into a microphone", "a motorboat driving by as water splashes followed by wind blowing into a microphone", "a boat motor runs fast and water splashes at regular intervals, then it fades and the wind is ...
{ "_empty": true }
gpt-5.1
gpt-5.1
0a9wVat2PWk_230
audiocaps
audiocaps_test
negative
A moving train on railroad tracks with its horn honking clearly, without any idling truck engines, truck horns, or stationary vehicle sounds.
[ "a train sounds horn and travels", "a train horn blowing as a train runs on railroad tracks while a man talks quietly in the background", "a muffled train running on railroad tracks followed by a train horn honking", "train horn sounds as it moves along tracks", "a train sounds horn while traveling on train...
[ "engine idling continuously followed by honking", "humming and rustling from a large engine followed by two honks of a horn", "a truck engine running followed by a truck horn honking", "a truck is idling, and a horn honks", "a truck engine running followed by a truck horn honking" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0a9wVat2PWk_230
audiocaps
audiocaps_test
negative
Loud train horn and rumbling train on railroad tracks without any truck engine revving, roadway traffic noise, or standalone vehicle horn beeps
[ "a train sounds horn and travels", "a train horn blowing as a train runs on railroad tracks while a man talks quietly in the background", "a muffled train running on railroad tracks followed by a train horn honking", "train horn sounds as it moves along tracks", "a train sounds horn while traveling on train...
[ "humming from a truck with a blowing horn", "a vehicle horn honking followed by a large truck engine accelerating while wind blows lightly into a microphone", "roadway noise and a horn beep", "semi-truck honking then taking off.", "A horn and then an engine revving" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0a9wVat2PWk_230
audiocaps
audiocaps_test
negative
A rumbling train traveling on railroad tracks with its horn honking clearly, without any bus horns, car horns, or other road vehicle engine noises
[ "a train sounds horn and travels", "a train horn blowing as a train runs on railroad tracks while a man talks quietly in the background", "a muffled train running on railroad tracks followed by a train horn honking", "train horn sounds as it moves along tracks", "a train sounds horn while traveling on train...
[ "a vehicle horn is repeatedly tooting followed by a passing engine rumble", "a large motor vehicle engine is running, and a motor vehicle horn blows repeatedly and then stops", "a horn beeping rapidly then a long loud beep", "a bus is tooting the horn", "a bus horn honking as wind is blowing into a micropho...
{ "_empty": true }
gpt-5.1
gpt-5.1
0a9wVat2PWk_230
audiocaps
audiocaps_test
negative
A moving train on railroad tracks with its horn blowing, without any bus engines, bus horns, or plastic clacking noises
[ "a train sounds horn and travels", "a train horn blowing as a train runs on railroad tracks while a man talks quietly in the background", "a muffled train running on railroad tracks followed by a train horn honking", "train horn sounds as it moves along tracks", "a train sounds horn while traveling on train...
[ "an engine rumbles loudly, then an air horn honks three times", "a bus engine accelerating followed by a bus horn honking while plastic clacks", "a bus engine running followed by a vehicle horn honking", "humming of an engine followed by some honks of a horn", "a bus engine running followed by a bus horn ho...
{ "_empty": true }
gpt-5.1
gpt-5.1
0a9wVat2PWk_230
audiocaps
audiocaps_test
negative
A train traveling on railroad tracks with its horn sounding clearly, without any ambulance, fire truck, emergency vehicle sirens, or truck engine pass-bys.
[ "a train sounds horn and travels", "a train horn blowing as a train runs on railroad tracks while a man talks quietly in the background", "a muffled train running on railroad tracks followed by a train horn honking", "train horn sounds as it moves along tracks", "a train sounds horn while traveling on train...
[ "emergency horns go off as a truck accelerates and drives by", "an ambulance travels with the siren blaring loudly and moves through traffic", "a fire truck sounds the siren as it travels", "sirens and a humming engine approach and pass", "an emergency vehicle horn honking as a large truck accelerates and d...
{ "_empty": true }
gpt-5.1
gpt-5.1
0jGH7A_hpBM_30
audiocaps
audiocaps_test
negative
Two adult men speaking one after another with faint paper rustling, without any microphone amplification, public speech, podium address, or obvious PA system audio quality
[ "two men are speaking and paper is being shuffled", "an adult male speaks, followed by another adult male speaking", "a man narrating followed by another man speaking then speaking through a television speaker", "one man speaking, then another man speaking", "a man speaking followed by another man speaking ...
[ "a male speaking over a microphone", "a man is speaking on a microphone", "a man speaking into a microphone", "an adult male gives a speech", "a man speaking into a microphone" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
0jGH7A_hpBM_30
audiocaps
audiocaps_test
negative
Two adult men speaking one after another with slight paper rustling, without any female voices, children, crowds, intercom announcements, or animal sounds like horses braying
[ "two men are speaking and paper is being shuffled", "an adult male speaks, followed by another adult male speaking", "a man narrating followed by another man speaking then speaking through a television speaker", "one man speaking, then another man speaking", "a man speaking followed by another man speaking ...
[ "a woman is speaking, and a horse brays", "a woman speaks via a public address system", "a woman speaking, followed by a child yelling", "a woman talking while children talk in the background", "a woman talking over an intercom speaker as a crowd of people talk in the background" ]
{ "_empty": true }
gpt-5.1
gpt-5.1
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