Datasets:

slprl
/

SpokenSwag

speaker stringclasses 4 values	prompt_text stringlengths 17 333	chosen_text stringlengths 19 359	rejected_text stringlengths 11 349	auto_bleu2 float64 0 0.8
bf_emma	Members of the procession walk down the street holding small horn brass instruments.	A drum line passes by walking down the street playing their instruments.	A drum line turns the lead singer watches the performance.	0.16
am_fenrir	A group of members in green uniforms walks waving flags.	Members of the procession walk down the street holding small horn brass instruments.	Members of the procession are talking a couple of people playing a game of tug of war.	0
am_fenrir	The person plays a song on the violin.	The man finishes the song and lowers the instrument.	The man continues dancing while the man gore the music outside while drums.	0
bm_george	The person holds up the violin to his chin and gets ready.	The person plays a song on the violin.	The person walks in frame and rubs on his hands, and then walks into a room.	0.2
af_heart	A person retrieves an instrument from a closet.	The man examines the instrument in his hand.	The man lights the cigarette and sticks his head in.	0
bm_george	The man examines the instrument in his hand.	The person holds up the violin to his chin and gets ready.	The person stops to speak to the camera again.	0
bm_george	Someone walks over to the radio.	Someone stares blearily down at the floor.	Someone hands her another phone.	0
af_heart	Someone stares blearily down at the floor.	Someone looks up at someone in shock.	Someone shifts his amused gaze to someone's brow pinched uneasily.	0
af_heart	A little way beyond is someone's Ford pickup truck smashed into the tree, stretched into any of the front and a couple of paramedics standing by.	They turned to look at someone as he approaches.	They holds the reins of the camel and running as the inspector runs towards them.	0
af_heart	They run back through the forest towards Hogwarts.	People run to meet them.	People escape from shadowfax barn gates.	0
am_fenrir	Someone tries to release it.	Someone is lifted into the air by someone.	Someone is flying a flag high in the air.	0
bf_emma	Now it's someone's turn to rain blades on his opponent.	Someone falls to the ground.	Someone lunges forward through the window.	0
am_fenrir	He crashes into a brick wall and collapses on the ground.	He raises his wrist, but someone's boot comes down on it.	He raises his wrist, but someone's boot is hurled to the surface.	0
bm_george	Someone falls to the ground.	Someone removes the hard mask with jutting jaw, revealing someone.	Someone hikes up, but this leads to the chaos of the carriage.	0
bm_george	Webs wrap around someone's ankles and someone yanks him down.	Two more webs pull a wall down on top of him.	Two more webs pick the bomb from its accord.	0
bm_george	Someone slips off it but clasps hold of the rail running around the cable car roof.	Someone glides in for the kill as someone is lowering the cable car towards the barge.	Someone drops through to the bite of the opposing pillar.	0.125
af_heart	From beneath the pile of rubble, a hand appears.	He hauls himself unsteadily to his feet.	He picks it up and puts it in his hands.	0
am_fenrir	Someone drags the villain through a trellis and smashes him against another wall.	Now it 's someone's turn to rain blades on his opponent.	Now it soars straight above someone.	0
bf_emma	He shoots out a web to steady himself.	He smashes through a pane of glass.	He wheels behind his back as the troll sprays to the top of the tower.	0
bf_emma	A kick to the head and a drop kick to the chest sends someone reeling.	He crashes into a brick wall and collapses on the ground.	He takes a tumble off her chair then looks at her.	0.153846
am_fenrir	The cable car lands safely on the barge, someone still clinging to it.	Someone looks up at her hero and sees someone closing in again.	Someone sits and flexes his parallel defensively.	0
bf_emma	A punch sends someone high into the air and he lands heavily.	Someone flips up and punches him again.	Someone squints as he gulps, then looks down at his list.	0
am_fenrir	Someone's eyes flare and he grits his teeth.	Someone lunges at someone with a multi - bladed spear.	Someone uncomfortably sweeps a revolver in half.	0
bf_emma	Someone lunges at someone with a multi - bladed spear.	Someone stopped it in front of his face.	Someone backs into his arms.	0
am_fenrir	The fireball throws someone backwards.	He is thrust through a brick wall and lands on the ground.	He crouches into the fire and grabs it, stabbing someone, then shoved into his stomach.	0
am_fenrir	He builds a large web, which slows down the Green someone, but can't hold him.	Someone goes on the attack, but is beaten back.	Someone pushes the surfer down.	0.071429
bm_george	The crowd on the bridge continue to throw debris.	The cable car lands safely on the barge, someone still clinging to it.	The cable car is behind several houses to carry it before they clean out.	0.086957
am_fenrir	A blade shoots out, but someone is hit by debris.	Knocked off balance, someone is kicked away by someone.	Knocked off balance, someone cowers as the rocket studies her.	0.095238
am_fenrir	Someone crashes through the wall of an old ruin.	He shoots out a web to steady himself.	He crosses the iron across his head, throws it on the floor as the train stomps on him.	0
af_heart	Someone throws a line around someone's waist and pulls him away behind the glider.	Someone crashes through the wall of an old ruin.	Someone is standing in a stable and two people in uniform shimmies fencing.	0
bm_george	Like a gymnast on rings, someone's arms are stretched wide, one attached to the web supporting them all, the hand of the other still grasping the cable tightly.	Another punch sends someone reeling and knocks the cable from his grasp.	Another punch strikes the giant, but someone struggles to roll someone over.	0.045455
bf_emma	Someone stopped it in front of his face.	He pushes it back, then hurls someone across the ruin.	He pretends to put on his helmet's star cap.	0
af_heart	Knocked off balance, someone is kicked away by someone.	The crowd on the bridge continue to throw debris.	The crowd on the bridge is n't move.	0
bf_emma	Someone glides in for the kill as someone is lowering the cable car towards the barge.	A blade shoots out, but someone is hit by debris.	A blade shoots out, but someone braces himself down against the stone and presses the empty area with his teeth.	0.074074
bf_emma	A countdown of text is shown that leads into clips of sumo wrestlers performing impressive throws.	The video continues counting down as more shots are shown of sumo wrestlers fighting one another and people watching on the side.	The video continues and the video ends with text shown of the judges swinging up and down.	0.105263
af_heart	Then another woman comes up and she is wearing black shorts and a shirt.	She flies onto the blue mat and other people watch as she does her trick.	She flies onto the blue mat and other people are at one end of the mat.	0
am_fenrir	Her action is then repeated, but in slow motion once again.	Another women in a purple top makes the same jump and again, her action is shown again, but in slow motion.	Another women in a purple top makes the same jump and again, her action lies on the grill with anger and pain in her body itself.	0.342857
bm_george	This woman is wearing a purple sports bra and blue panties as she runs and goes flying onto the beam.	Then another woman comes up and she is wearing black shorts and a shirt.	Then another woman comes up and she is seen running down the land.	0.058824
bf_emma	A young woman is standing at the foot of a pole vault track.	She takes off and runs very fast towards it and makes it over the beam with relative ease.	She swings back and fourth while his mom is shown steering the cars.	0
af_heart	She takes off and runs very fast towards it and makes it over the beam with relative ease.	She is then shown doing the same action in slow motion.	She misses the jump and he jumps into her other arms.	0
bm_george	She is then shown doing the same action in slow motion.	Another young athlete then makes the same jump.	Another young athlete then stands behind her watching the game.	0.105263
am_fenrir	Another young athlete then makes the same jump.	Her action is then repeated, but in slow motion once again.	Her action moves in slow motion.	0
am_fenrir	We turn into the Burnham driveway.	A 1970 pontiac firebird with racing stripes blocks our access to the garage.	A 1970 pontiac firebird with racing stripes is cut into its backs.	0
af_heart	The Mercedes turns onto Robin Hood Trail.	We turn into the burnham driveway.	We the ladies' canoe away, the rider drags on its hood, bringing it down.	0
bm_george	Someone is sprawled on the couch in his underwear, drinking a beer and controlling the car.	Someone's remote - controlled model jeep is zooming across the floor of the family room, expertly maneuvering corners and narrowly avoiding crashing.	Someone's remote - controlled model jeep is piled high with someone.	0
bm_george	The room, too, seems changed: sloppier, more lived in.	Someone is sprawled on the couch in his underwear, drinking a beer and controlling the car.	Someone continues to react, swirling, low - sniffing - - all of the sports really loud.	0
bf_emma	The woman braids the other's hair all around and pins it up behind her.	The woman continue pinning and curling her hair and shows it off in the end.	The woman shows off the blow and shows a more match while looking at the camera.	0.066667
bm_george	The woman is seated facing the camera while another woman styles her hair.	The woman continues to have her hair styled while turned away from the camera.	The woman puts some right braids on his.	0.148148
af_heart	The woman continues to have her hair styled while turned away from the camera.	The woman spins slowly in front of the camera showing the completed hairstyle.	The woman continues to speak, grouped the others.	0.074074
bm_george	A woman's hair is seen followed by another woman styling her hair.	The woman braids the other's hair all around and pins it up behind her.	The woman ties the hair into sections while still speaking to the camera.	0.071429
am_fenrir	A woman's hair is shown from the back.	The woman is seated facing the camera while another woman styles her hair.	The woman bends down several times.	0
am_fenrir	Someone stands observantly by as the older man rolls on to his stomach.	His feet upset some piled newspapers.	His feet sticking out the tray with just his rear muscles.	0
am_fenrir	The view swings to someone who dabs his bloody nose.	He playfully reaches for her camera.	He playfully twists its someone's claws.	0
am_fenrir	He pulls the boy to his feet, but someone forces him up against the wall.	Someone throws his father several feet.	Someone crashes beneath the bridge.	0
bf_emma	His father overturns a table between them and slaps someone down.	He pounces on the boy.	He opens the fridge and follows her into the kitchen.	0
bf_emma	As the retired firefighter catches his breath lying face down, someone remains standing.	His shoulders heave as he catches his own breath.	His shoulders sag as he watches the car through an archway.	0.086957
bm_george	Two women are seen playing different instruments in different frames.	One plays a violin while the others plays the piano.	One player kicks the ball and begins to play again.	0
bf_emma	One plays a violin while the others plays the piano.	The two continue to play together in separate frames.	The two teams interact and continue to disperse and joins their other blanches.	0
bf_emma	They are all riding bumper cars around a track.	They bump and slam into each other.	They are skating around and bumping into each other.	0
af_heart	A group of kids are inside a building.	They are all riding bumper cars around a track.	They are moving back and forth in the grass.	0
bf_emma	They hit a ball against the wall multiple times.	They are engaged in a game of racquetball.	They throw the white ball against the wall to do it.	0
af_heart	The man in the front continues bouncing the ball up and down before finally hitting it against the wall.	Both males go back and forth hitting the ball and filling in for each other as the game continues.	Both males are shown waving his arms across indoors to grab one of some things.	0.052632
am_fenrir	Two men dressed in white shirt and different bottoms are standing in a room with three walls and a hard wood floor.	The man in the front continues bouncing the ball up and down before finally hitting it against the wall.	The man in the front gets up and shows how to do a tango routine on the stage between the two boys and her legs.	0
bm_george	A man and woman are standing inside a court.	They hit a ball against the wall multiple times.	They are playing a game of volleyball on a table.	0
bf_emma	The ball drops between the two and someone gets flattened.	Someone scrambles to the edge and calls over.	Someone leaves the room and looks back down across the floor.	0
am_fenrir	The customer winds up and takes a hard shot.	The ball sails off the court, through the air, and into a faraway yard.	The ball gradually blows quickly, sending the whole stick ready to explode.	0
bm_george	Someone looks around, hyperventilating.	Someone calls to the sidelines.	Someone drops the phone and points to the diamond on the gryffindor hat.	0
am_fenrir	Someone calls to the sidelines.	Sanford skates up to him.	Sanford follows someone as someone appear behind the kids.	0
am_fenrir	We see the girl puts gifts into a gift bag with tissue paper.	The girl moves the cat off the table and onto the floor.	The girl paints in wrapping paper.	0
bf_emma	The girl sits at the table and shows a gift bag.	A cat runs across the table and jumps off.	A cat stands behind the fence and stuffs the pumpkins.	0.2
bm_george	The girl moves the cat off the table and onto the floor.	The girl adds more tissue paper to the bag.	The girl picks up the cat and cuts his neck.	0.095238
am_fenrir	We see an intro screen.	The girl sits at the table and shows a gift bag.	The girl looks at the camera in a sink.	0
bm_george	A girl sits a table talking.	We see an intro screen.	We show a lady how to make a drink.	0
af_heart	A cat runs across the table and jumps off.	We see the girl puts gifts into a gift bag with tissue paper.	We are sitting in the grass.	0
af_heart	He watches another train pass and looks down before turning to her again.	She looks down at the magazine again.	She solves her activity once more.	0.1
bm_george	A man is washing his hands in the sink.	He takes a yellow rag and cleans the sink and faucet.	He is washing the dishes in the sink and start washing his hands.	0
af_heart	Some realization is dawning on someone, it renders her lightheaded.	Someone regards someone intently, searching his face for an answer.	Someone clearing the whomping willow.	0
bf_emma	A large crowd is seen sitting in front of a pool followed by several shots of two people diving into a pool.	More shots are shown of divers performing impressive stunts into the pool and ends with them walking away and their score being shown.	More shots are shown of people walking in many clips as well as showing how to kneel and end up posing.	0
af_heart	More shots are shown of divers performing impressive stunts into the pool and ends with them walking away and their score being shown.	A man speaks off into the distance and the divers stand together to get their medals.	A man speaks off into the distance and the divers laugh with one another.	0.051282
af_heart	A woman is standing up brushing her hair.	She starts dancing while brushing her hair.	She stands at a mirror with her hands on her waist.	0.133333
bm_george	She starts dancing while brushing her hair.	She finishes and looks up.	She continues to play the instrument while turning away.	0
am_fenrir	A woman is brushing her long red hair and flipping her hair from side to side while doing so.	The woman strikes a quick pose with some attitude, then starts to brush her short bangs.	The woman is dancing again while their eyes meet.	0
bf_emma	A man takes off his glasses in front of the camera.	He cleans a contact lens in the palm of his hand.	He is being rubbed in several different directions and throws them away.	0
af_heart	He cleans a contact lens in the palm of his hand.	He then uses his fingers to insert the contact into his eye.	He then touches the beard with its right fingers, folding it firmly and holding it together.	0
bm_george	A man is seen smiling to the camera and taking off his glasses.	A close up of contacts are shown as well as container of liquid.	A close up of contacts are shown followed by the man spraying down the fence.	0
bf_emma	A close up of contacts are shown as well as container of liquid.	The man then puts the contacts in his eyes and smiles to the camera.	The man then begins mixing the ingredients together and mixing a food around spaghetti.	0
bm_george	A couple is seen performing a tango routine with one another in a small room.	The people continue spinning and dancing all around the room and ends with them stopping and facing the camera.	The people continue to play with one another and continue spinning and twirling one another.	0
af_heart	They start to run off and everyone is sneaking around trying to catch and shoot other people without getting caught.	The field they are playing on is pretty cool, it has a lot of different hiding places.	The field they are playing on is pretty cool, it is fun while there is no one else.	0
bm_george	The field they are playing on is pretty cool, it has a lot of different hiding places.	in the end they all take of most of their head gear and start walking back together.	in the end they all walk into the end deserted.	0
am_fenrir	A large group of men in uniform are gathered around to play some paintball.	They start to run off and everyone is sneaking around trying to catch and shoot other people without getting caught.	They start to run off and everyone seems to shoot after them.	0
af_heart	He then brushes through his hair with a dog in frame and shows off his poofy hair.	He then is seen again with wet hair and closes his eyes to the camera.	He then is shown with his hair and demonstrating how to fix the hair with that.	0.0625
af_heart	A man walks in front of the camera.	We see a little girl at a party hitting a pinata.	We appears holding a long stick of stick.	0
bf_emma	She is given a long pole to hold.	She uses the pole to hit a pinata over and over.	She scrubs the wax on her finger.	0.105263
bf_emma	18 Someone is lifting the pinata.	The pinata falls on the ground.	The pinata drops from the swings.	0
af_heart	We see a little girl at a party hitting a pinata.	18 Someone is lifting the pinata.	18 Someone is drawn on the pavement.	0
bm_george	A little girl is standing in a circle of people.	She is given a long pole to hold.	She starts to run while swinging her legs back.	0
af_heart	A man is holding a harmonica.	He is standing talking to the camera.	He starts taking a harmonica and then completes it.	0
bm_george	He is standing talking to the camera.	He blows into the harmonica and starts to play it.	He is wearing a dark dress and red pants as he does all of his stunts.	0
bm_george	A man wearing a hat in standing in a workshop with a harmonica in hand.	He talks and he shows how to form your mouth so you can play the harmonica.	He talks and he begins to play with the arm of a man standing around it.	0
af_heart	He talks and he shows how to form your mouth so you can play the harmonica.	He starts to play with his eyes closed and he seems to be really intensely into playing his music.	He starts to play with his eyes closed and he takes the harmonica off and keeps back speaking.	0.057143

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SpokenSwag

We present here SpokenSwag as described in the paper "Slamming: Training a Speech Language Model on One GPU in a Day". This dataset is based on allenai/swag and synthetised with 4 speakers from hexgrad/Kokoro-82M. We show that perfoming DPO over the dataset can really improve performance of Speech Language Models. We encourage you to also see the following resources, for further information:

Project Page: https://pages.cs.huji.ac.il/adiyoss-lab/slamming/
Paper: https://arxiv.org/abs/2502.15814
Code: https://github.com/slp-rl/slamkit

If you use our dataset, please cite the paper as follows:

@misc{maimon2025slamming,
      title={Slamming: Training a Speech Language Model on One GPU in a Day}, 
      author={Gallil Maimon and Avishai Elmakies and Yossi Adi},
      year={2025},
      eprint={2502.15814},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2502.15814}, 
}

Dataset Summary

A dataset used for post-training spoken language models with DPO, which was showed to notably improve semantic abilities. Specifically, the dataset is based on text only dataset allenai/swag, and taking the correct answer as the chosen contiuation and a random wrong answer as negative one. These were then synthesised using TTS by hexgrad/Kokoro-82M. We use 4 speakers - 2 male and 2 female. We generate both train and validation splits from the original dataset.

Download

Using 🤗 Datasets

from datasets import load_dataset
# entire dataset
spoken_swag = load_dataset('slprl/SpokenSwag')

We refer you to the SlamKit codebase to see how you can train a SpeechLM with DPO over the dataset.

Data Fields

The data has several fields:

speaker: One of the Kokoro voices - https://huggingface.co/hexgrad/Kokoro-82M/blob/main/VOICES.md
prompt_text: The text of the prompt recording.
chosen_text: The text of the chosen recording.
rejected_text: The text of the rejected recording.
prompt: The prompt audio sample
- array: array of audio samples
- sample_rate: audio sampling rate
- path: path to the audio file saved location
chosen: The chosen audio sample
- array: array of audio samples
- sample_rate: audio sampling rate
- path: path to the audio file saved location
rejected: The rejected audio sample
- array: array of audio samples
- sample_rate: audio sampling rate
- path: path to the audio file saved location
auto_bleu2: The Auto-Bleu score with bi-grams, used to detect and filter repetetive samples

Downloads last month: 98

Size of downloaded dataset files:

36.1 GB

Size of the auto-converted Parquet files:

36.1 GB

Number of rows:

67,934

Models trained or fine-tuned on slprl/SpokenSwag

Collection including slprl/SpokenSwag

Slam

Collection

All resources for SpeechLMs from "Slamming: Training a Speech Language Model on One GPU in a Day". We provide tokeniser, lm, and datasets • 7 items • Updated May 22 • 13