Datasets:

VoiceArena
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MonsoonASR-en-US

id stringlengths 12 12	text stringlengths 11 285	audio_length_s float64 0.9 14.4	speaker_id int64 10.8k 89.9k	gender stringclasses 2 values	age int64 23 71	current_city stringclasses 19 values
e8b8fd52ab46	you you're dancing and cooking right um um dancing and cooking good all right let me ask who shares the interest with you you said something about your mom is the one you learned it from who else likes to cook with you	11.13	89,609	female	54	Shakopee, Minnesota, Scott County
6ee81afd7630	nice all right and here is the last question and then you can ask me how do you display or use your collection	9.33	89,609	female	54	Shakopee, Minnesota, Scott County
b34d80bd0a39	ask the first one first describe a collection	3.21	89,609	female	54	Shakopee, Minnesota, Scott County
8ead4d2485a9	and then obviously i'll probably be purchasing magnets or something on those trips too so i can add them to my refrigerator and show all the places that i've been in my life	10.59	89,609	female	54	Shakopee, Minnesota, Scott County
72ae19ee6d85	south american countries i want to go to too yeah	3.06	89,609	female	54	Shakopee, Minnesota, Scott County
404e06e12781	right good well you go cook go make something yummy all right thank you abby have a good night abby	9.06	89,609	female	54	Shakopee, Minnesota, Scott County
a76897e79c14	this is lisa okay i'll do our third one that's awesome all right you ready abby	5.52	89,609	female	54	Shakopee, Minnesota, Scott County
0d453ae076fb	who created your childhood tradition	2.34	89,609	female	54	Shakopee, Minnesota, Scott County
f1af897e39da	right but in but in nigeria in nigeria or outside of it	4.23	89,609	female	54	Shakopee, Minnesota, Scott County
dde4d8b64a04	right for what	2.04	89,609	female	54	Shakopee, Minnesota, Scott County
a430d11b11c9	yeah i like those too the one um my daughter when she was oh probably elementary school i threw a big um do you know alice in wonderland have you heard that	11.61	89,609	female	54	Shakopee, Minnesota, Scott County
b0d35a33b40b	my main job that i usually am a teacher um and i work in sometimes i'll go into different companies and work with uhm english language learners so the last company i was in just couple months ago was uh	13.14	89,609	female	54	Shakopee, Minnesota, Scott County
7d3c31e93e5a	yep not very close to you uhhaha not at all nope i am the state that gets um all four seasons spring summer fall and winter and um	12.57	89,609	female	54	Shakopee, Minnesota, Scott County
54f32f35ebe2	we would have like oh my god i can remember four and feet of snow and it was like thirty forty degrees below zero i mean it was just crazy so it's it's changed a lot	12.09	89,609	female	54	Shakopee, Minnesota, Scott County
25d46f9e5446	okay sounds good	3.27	89,609	female	54	Shakopee, Minnesota, Scott County
ff1d453abbc2	oh you must have had a lot oh okay new jersey yep	2.79	89,609	female	54	Shakopee, Minnesota, Scott County
4c39a01151e5	kind of known for their state fair our state fair is the last couple weeks of august and it's a huge huge um production they have so many people like mill uh	12.84	89,609	female	54	Shakopee, Minnesota, Scott County
4ab1710b2cf6	family coming together being thankful you know having a nice meal together and spending the quality time catching up with each other that type of thing i grew up in minnesota	10.5	89,609	female	54	Shakopee, Minnesota, Scott County
d841b72e19cd	she saw another dog and decided to go after it and pulled me down and dislocated pulled my arm out of my socket dislocated my shoulder so that was not fun no	9.09	55,989	female	57	New Rochelle, New York, Westchester County
151551a7be78	i find the same thing now it's i i mean i make my own bread now i started my own sourdough i make my own yogurt uhm just because i find	9.72	55,989	female	57	New Rochelle, New York, Westchester County
67feb1378992	when i was growing up i remember my teachers being there forever because they just loved teaching and now i'm finding when teachers hit that 20 year mark or 25 year mark and they can retire they do because they just had enough	11.76	55,989	female	57	New Rochelle, New York, Westchester County
b1c8777bc649	okay um sometimes they will sometimes they don't uh it's it's it's green leaves beautiful green leaves but i never it's	7.95	55,989	female	57	New Rochelle, New York, Westchester County
0bfde001c8ac	uh huh those american eyes i i would i would love i'm really good i'm a really good singer in the car	6.87	55,989	female	57	New Rochelle, New York, Westchester County
b00f5204428f	that must have been scary though	1.35	55,989	female	57	New Rochelle, New York, Westchester County
5ff9b2d95551	a very difficult time with her ex husband um and it was it was so bad that he for what happened he was arrested um and she has found somewhere	11.07	55,989	female	57	New Rochelle, New York, Westchester County
fc7b1874cd14	difficult marriage and um divorce not as bad as hers but i was very inspired by the way she was able to forgive her husband her ex husband	9.99	55,989	female	57	New Rochelle, New York, Westchester County
5b1837318894	you should've been their paid receptionist if you kept getting their phone calls	3.09	55,989	female	57	New Rochelle, New York, Westchester County
91f8cdb962ee	basically my daughter's information yeah so i i immediately the first thing i do oh i'm gonna call this person up because they're using her info um	9.72	55,989	female	57	New Rochelle, New York, Westchester County
82dfe91272c8	so now we're both starting and turns out she doesn't live far from me she lives a few maybe two hours she would in the same state um and uh and so we're as she's then now she's logging on to find her information and we realized that	13.14	55,989	female	57	New Rochelle, New York, Westchester County
3a539a20f50d	ohh my brother is out in houston that's why	2.28	55,989	female	57	New Rochelle, New York, Westchester County
d7c5a73d1d22	oh god i keep forgetting how big that state is	3.3	55,989	female	57	New Rochelle, New York, Westchester County
40ecf55a9229	oh my gosh the thought of of uh riding a horse to school wow	4.02	55,989	female	57	New Rochelle, New York, Westchester County
315114573c4d	sure now i understand	1.08	55,989	female	57	New Rochelle, New York, Westchester County
f7fd6e22caa5	uh no uh thank god no but uhm you know before i think my first my first real trip when i went to europe uhm i actually was living there for a little while uhm	11.88	55,989	female	57	New Rochelle, New York, Westchester County
a4aee49ef12a	when he was growing up so they lived not too far away from each other they both came from the same type of uh umm agriculture background so he helped her a lot and she in turn helped him a lot	14.25	66,470	female	26	Webster, South Dakota, Day County
e2cb7299f191	back and forth in dialogue so we have to at least have a fifteen minute phone conversation a little bit over and we both have to have spoke for around seven minutes each yep	12.51	66,470	female	26	Webster, South Dakota, Day County
756e018569da	right so how often do you drive up and cross the canadian border	5.79	66,470	female	26	Webster, South Dakota, Day County
8ecab4c15585	yeah umm a lot of people aren't that blessed they time doesn't permit their job doesn't permit it so that's truly a blessing to have that to be able to go up there and spend an entire week every month	12.54	66,470	female	26	Webster, South Dakota, Day County
ef3d0a7bea26	so she had settled into a county in america and she was one of nine families to be the first settlers to that county and she started a church so and from that	13.26	66,470	female	26	Webster, South Dakota, Day County
1aefd2475d09	yes so is it hot in georgia now	3.21	66,470	female	26	Webster, South Dakota, Day County
b93ee5d19255	eh yeah but i've traveled to bigger cities though where traffic oh my gosh i i don't know if i could live in a big city like full time	10.71	66,470	female	26	Webster, South Dakota, Day County
3e89590480c5	yep that makes it worth it	1.47	66,470	female	26	Webster, South Dakota, Day County
a3fbb4c6dc29	and i always gave everybody the benefit of the doubt right from the start and so that that would set me up for betrayal and hurt a lot so now in my older years	11.01	66,470	female	26	Webster, South Dakota, Day County
62c5ffe2d42b	she had hers in ninety four and so they're exactly one year apart on the day and they are exact they were born at the exact same time minus one minute	11.82	66,470	female	26	Webster, South Dakota, Day County
7460b887a4db	then it gets even wilder so i wanted to name my son austin but my ex husband didn't and she did name her son austin so had i gotten my way we would have both had austins	13.68	66,470	female	26	Webster, South Dakota, Day County
1300541c5b09	yeah and then a few years later we did it again with girls and we both named our girls ashley which	7.35	66,470	female	26	Webster, South Dakota, Day County
099d31c70adb	and we're like wow that's so crazy and we've been best friends for so many years and you know our connection between each other is still so strong	9.15	66,470	female	26	Webster, South Dakota, Day County
3169d9f6c823	she moved back into it um but unfortunately our lives took a different turn um she she's lost in addiction and	9.51	66,470	female	26	Webster, South Dakota, Day County
7262e4d7d207	this was last february and now it's june	3.12	66,470	female	26	Webster, South Dakota, Day County
8ff52094312a	real well so when you put the two pieces together and you tie em like the centers will stick together and they'll stay together because flannel and flannel together they kinda adhere naturally	13.65	82,829	female	23	Lily, South Dakota, Day County
6141fe0de674	i got given my very first drawing by my granddaughter	2.97	82,829	female	23	Lily, South Dakota, Day County
d17adc6edebc	well those could be meaningful too	2.01	82,829	female	23	Lily, South Dakota, Day County
4a46b3d733f3	that sounds beautiful	1.38	82,829	female	23	Lily, South Dakota, Day County
99f720bb20a7	that's cool	0.9	82,829	female	23	Lily, South Dakota, Day County
1256ec651fb4	they all pertain to family though mainly i like getting pictures from family members sentimental items that cant be replaced	9.81	82,829	female	23	Lily, South Dakota, Day County
910a2509a86d	so what color is yours	1.65	82,829	female	23	Lily, South Dakota, Day County
7c889d9d90e5	lamas on back black ground and then on the front it was a turquoise background with all the bigger size llamas and and she still to this day loves llamas	12.09	82,829	female	23	Lily, South Dakota, Day County
1b4b1d176f70	telling the story	1.2	82,829	female	23	Lily, South Dakota, Day County
61e5adc81f12	and they just blend right in with the rest of us nobody seems nobody bothers them so we may have nope no polar bears we have deer deer	10.05	82,829	female	23	Lily, South Dakota, Day County
f4ce79827c52	indoors so nothing gets them at night	2.46	82,829	female	23	Lily, South Dakota, Day County
6e3e4afb7fbf	than anything they're harmless they're just a nuisance and they they make a mess everywhere they go	5.76	82,829	female	23	Lily, South Dakota, Day County
4e0672dcc439	so watching her emerge every morning to go on her daily routine is is fun it's nice	6.96	82,829	female	23	Lily, South Dakota, Day County
b5c9e97e2afd	those are excellent goals	1.68	82,829	female	23	Lily, South Dakota, Day County
2173e2d8bc87	it requir it requires so much effort just to stay living and paying the bills that everybody's too busy in their own little worlds that	11.97	82,829	female	23	Lily, South Dakota, Day County
a27eeccb6ed2	on a daily basis depending on what is within our community and what we're surrounding ourselves with whether we have a choice to it or not	8.22	82,829	female	23	Lily, South Dakota, Day County
bb1320d4807f	i know aren't they hehehe they're delicious	4.62	82,829	female	23	Lily, South Dakota, Day County
69a5a3149721	those those are cool looking	1.77	82,829	female	23	Lily, South Dakota, Day County
4286c2700cd0	yup said no personal details	2.37	82,829	female	23	Lily, South Dakota, Day County
d158df7ffd83	had they i probably would have taken it well they had four h but that's an outside of school activity but now today in schools they have actual ag classes you can take	12.84	82,829	female	23	Lily, South Dakota, Day County
3d8dde9c0772	she'll take part in um cattle judging so well not just cattle either she'll judge farm animals in general but cattle is where her passion is so she'll she'll judge pigs and sheep	13.92	82,829	female	23	Lily, South Dakota, Day County
f5fa457b4f15	yep yep with few head like that they get tamed out pretty easy	5.19	82,829	female	23	Lily, South Dakota, Day County
e37fba293638	but if their testicles are removed then they're called a steer yep and then the steer is what usually um goes into the food system	8.58	82,829	female	23	Lily, South Dakota, Day County
e12f064a6137	yep yep and so that's that's actually what we did um we raised we we had a rather large herd we had over six hundred mama cows	11.22	82,829	female	23	Lily, South Dakota, Day County
3bbf65a15123	that the inspector is working honestly	2.82	82,829	female	23	Lily, South Dakota, Day County
1a4f693b8f8a	yep she is highly intelligent	2.19	82,829	female	23	Lily, South Dakota, Day County
8adf0f332728	um settings or environment that the establishment is surrounded by if it's in say a residential area or by a bunch of bars or busy train station	10.77	85,811	female	49	Nowata, Oklahoma, Nowata County
5e33211dede6	well i can hear you just fine so	2.64	85,811	female	49	Nowata, Oklahoma, Nowata County
86796effa345	well just a just a just a thought but why don't you go into being a logistics broker instead	6.27	85,811	female	49	Nowata, Oklahoma, Nowata County
0510cda00856	be because i mean it's at a computer you can do it even with your nervous system you can take breaks as you need and you already know the truck driving industry so	9.81	85,811	female	49	Nowata, Oklahoma, Nowata County
1cd8ca5285c4	and if you join the group and look in there umm you can actually you can actually search within the group and you can find people that are hiring for logistics brokers in your area um i can tell you one of the groups if you give me just a second	13.08	85,811	female	49	Nowata, Oklahoma, Nowata County
354588c23a78	they talk in there all the time back and forth with themselves	2.49	85,811	female	49	Nowata, Oklahoma, Nowata County
7163a05f9001	yep you do it without a degree yeah you do it without a degree you can do it without any training um most of the if you get on with one of the agencies or one of the companies they'll train you anyway but you just do it all remotely from home you don't have to go in anywhere	12.12	85,811	female	49	Nowata, Oklahoma, Nowata County
bed560c409e8	here's my keyboard here's my keyboard clicking i was working	2.76	85,811	female	49	Nowata, Oklahoma, Nowata County
d55d62ea3cdc	uh additional commissions on top of your hourly pay	3.18	85,811	female	49	Nowata, Oklahoma, Nowata County
587ad78b0f2a	well maybe their uhh maybe their platform in the background has it set up to pair like with like you know not just the language but the area codes and the yeah	10.71	85,811	female	49	Nowata, Oklahoma, Nowata County
0bdaf421764d	and then about that time i start to wake up and it's like boom boom boom	3.72	85,811	female	49	Nowata, Oklahoma, Nowata County
59612f39171b	oh you're very welcome what was your first name	1.65	85,811	female	49	Nowata, Oklahoma, Nowata County
63d0055ac77f	yeah no that'll get us both in trouble but yeah that'll certainly remind the conversation so well regardless good luck and if this little program works out and makes you a little extra money even better	11.67	85,811	female	49	Nowata, Oklahoma, Nowata County
9aeac820f9e0	you go ahead first	1.05	59,178	female	61	Sandy Springs, Georgia, Fulton County
e0fd1bb48042	has clearly had fun at school her socks are down she has paint all over her costume her hair is a mess but she's carrying a project that she's very proud of and the other girls look at her	11.88	59,178	female	61	Sandy Springs, Georgia, Fulton County
9b25d16f51a6	try thinking of the word motivate instead of encourage	3.36	59,178	female	61	Sandy Springs, Georgia, Fulton County
a33b9d0feabc	definitely where did you learn the positive encouragement from	3.27	59,178	female	61	Sandy Springs, Georgia, Fulton County
f26afeb6937a	well i read a news story i read a news story about a father whose child fell overboard and he jumped overboard to go rescue her and they	9.63	59,178	female	61	Sandy Springs, Georgia, Fulton County
d39fb87edd06	swam in the water until rescue came	2.37	59,178	female	61	Sandy Springs, Georgia, Fulton County
8f2f94adea20	the next question is the next question is who introduced you to the to the music that or other artistic creation that moves you	8.04	59,178	female	61	Sandy Springs, Georgia, Fulton County
5beeedb6d998	i guess she is the one who introduced me to disney and i've stayed a fan ever since and when disney joined pixar i just naturally went along to continue watching because i enjoyed seeing the change in technology i enjoyed the writing i enjoyed	14.04	59,178	female	61	Sandy Springs, Georgia, Fulton County
8599030cd353	and we would put on the christmas music michael jackson and salsa orchestra and nat king cole and	7.47	59,178	female	61	Sandy Springs, Georgia, Fulton County
c96c17c7955b	no i like all kinds of stories i like fantasy stories and horror stories and political stories and mysteries i have a diverse library of all of those types of books	13.86	59,178	female	61	Sandy Springs, Georgia, Fulton County
e092d6b9db49	it has real realistic points because it's about first responders police firefighters and um emts and paramedics so in between	10.53	59,178	female	61	Sandy Springs, Georgia, Fulton County
58d22333208d	it was what we call a modern fairy tale	2.25	59,178	female	61	Sandy Springs, Georgia, Fulton County

End of preview. Expand in Data Studio

MonsoonASR-Test-en-US

Data fields

Field	Type	Description
`audio`	Audio	The speech clip (FLAC).
`id`	string	Unique clip identifier.
`text`	string	Human reference transcript, verbatim (disfluencies such as "um", "uh", repetitions and false starts are kept), normalized with the scorer's normalizer: lowercased, punctuation removed; apostrophes and number separators kept.
`audio_length_s`	float	Clip duration in seconds.
`speaker_id`	int	Anonymised speaker identifier, consistent across all clips from the same speaker.
`gender`	string	Speaker gender: `male` or `female`.
`age`	int	Speaker age in years at the time of recording.
`current_city`	string	Speaker's city of residence as "city, region, district". Empty when not provided.

Scoring

Results on the Voice Arena Conversational ASR Leaderboard use LLM-based semantic WER. To score your own model on this set, or to contribute, use the official scorer:

GitHub: https://github.com/VoiceArenaAI/Semantic-WER-VA
PyPI: https://pypi.org/project/va-semantic-wer/ (pip install va-semantic-wer)

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