This demonstration page presents the generations from 50 randomly selected prompts from the AudioCaps test set.
We present four audio sources: the consistency model fine-tuned with CLAP,
the consistency model without CLAP-fine-tuning, the diffusion baseline model, and the ground truth.
The diffusion baseline queries the neural network 400 times per audio clip,
while the consistency models query a same-sized network only one time.
Since the models are not trained on speech data, we do not expect them to produce meaningful speeches.
Prompt 0
Whistling followed by a child giggling and then Moe whistling.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 1
Some clanking and banging and a man speaking.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 2
A man speaking on a microphone as a crowd of people laugh followed by dinner plates clacking.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 3
Steam hissing followed by a train whistle blowing and a group of people talking in the background.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 4
A vehicle revving and accelerating as tires skid and squeak on a road.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 5
Steam escapes with a hissing noise.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 6
A man speaking continuously.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 7
Knocking sounds as race cars pass by.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 8
A man talking followed by plastic clacking then a power tool drilling.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 9
Humming of an engine with a woman speaking over a loudspeaker.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 10
A telephone ringing with loud echo.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 11
Released air hissing followed by a popping explosion then a metal ding persists as a person is laughing and a man is talking.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 12
Constant hissing with mean having conversation.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 13
A missile launching followed by an explosion and metal screeching as a motor hums in the background.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 14
An adult female speaks as a cat meows three times, and an electronic device plays in the background.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 15
Food and oil sizzling.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 16
Some light tapping on a computer keyboard and a baby crying.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 17
An electronic beep followed by a man talking.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 18
Sanding and filing then a man speaks.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 19
An aircraft engine humming followed by plastic clanking then an aircraft engine slowing down.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 20
Footsteps and scuffing occur, after which a door grinds, squeaks and clicks, an adult male speaks, and the door grinds, squeaks and clicks shut with a thump.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 21
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.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 22
Strong gusts of wind are followed by cheers and shouts from several people plus the chatter of girl.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 23
Compressed air and steam releasing with a man faintly talking in the background.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 24
A man talking followed by a goat baaing then a metal gate sliding shut as ducks quack and wind blows into a microphone.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 25
A cat is meowing.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 26
A toilet is flushing followed by a cat meowing.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 27
A person speaks with distant humming and nearby clinking.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 28
A dog whimpering followed by laughing and barking.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 29
A vehicle driving by with tires briefly skidding and accelerating then slowing down.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 30
A horn and then an engine revving.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 31
Several people cheer and scream and speak as water flows hard.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 32
A person whistles to music.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 33
Laughing and speech in a slowed speed.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 34
A man speaking as insects are buzzing and wind is blowing into a microphone.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 35
Wind followed by splashing of water.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 36
A person whistling.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 37
Wood being scraped along with mechanical sounds.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 38
A woman speeches.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 39
A cat is meowing in a quiet environment.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 40
Wind blowing and a siren rings.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 41
Static and beeping.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 42
Musical whistling with wind blowing.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 43
An idle motorbike engine running.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 44
A jackhammer drilling and vibrating continuously.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 45
A train is passing by and sound its whistle.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 46
A motorboat engine running as water splashes and a man shouts followed by birds chirping in the background.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 47
A high frequency motor hums loudly and splashes water.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 48
A series of sharp, squeaky snoring noises.
ConsistencyTTA (ours);
ConsistencyTTA + CLAP-FT (ours)
Diffusion baseline (TANGO)
Ground truth
Prompt 49
A bus horn honking as wind is blowing into a microphone before a bus drives by.