SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
Paper
• 2305.13040 • Published
• 2
audio audioduration (s) 0.25 57.3 | wav_id stringlengths 7 7 | turn_index int32 0 98 | text stringlengths 1 1.27k | agent_text stringlengths 1 883 | domains stringclasses 49 values | slots stringlengths 2 459 | context sequence |
|---|---|---|---|---|---|---|---|
MUL0003 | 0 | Hello, is this Customer Service Center? | Yes, this is Cosmos Service Center. How may I help? | [] | {} | {
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MUL0003 | 2 | Well, I'm looking for a place to dine. Do you have any recommendation for me? | Of course, there are plenty of restaurants. Do you have any specific area? | [] | {} | {
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MUL0003 | 4 | Well, I'd like to stay in the place with convenient transportation. | Okay, do you have any specific food type? | ['restaurant'] | {'restaurant': {'area': 'centre'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?"
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"Yes, this is Cosmos Service Center. How may I help?",
"Of course, there are plenty of restaurants. Do you h... | |
MUL0003 | 6 | I'd like to try some Indian food. | Let me check it for you. Yes, we got you a panel located in the center of the city, could meet your requirement. Do you want to book table? | ['restaurant'] | {'restaurant': {'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
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"Well, I'd like to stay in the place with convenient transportation."
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"Yes, this is Cosmos Service C... | |
MUL0003 | 8 | Yes, please. Book a table for one people. | Okay, and what day would you like to have your meal? | ['restaurant'] | {'restaurant': {'people': '1', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient transportation.",
"I'd like to try some Indian food."
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"a... | |
MUL0003 | 10 | I will go there on Friday. | and most of the time do like to arrive there. | ['restaurant'] | {'restaurant': {'day': 'Friday', 'people': '1', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient transportation.",
"I'd like to try some Indian food.",
... | |
MUL0003 | 12 | Well, I think I will arrive there at 2 o'clock p.m. | Okay, let me check in the system. Yes, your book is successful. May I receive your name, please? | ['restaurant'] | {'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient transportation.",
"I'd like to try some Indian f... | |
MUL0003 | 14 | Yes, of course. My name is Wohamena Newbert. | Kezo name. | ['profile', 'restaurant'] | {'profile': {'name': 'Wilhelmina Newberg'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient transportation.",
"I'd like to try some ... | |
MUL0003 | 16 | Yes, it's W-I-H-E-L-M-I-N-A, Homina, and N-E-W-B-E-R-T, Newport. | Okay, I've already marked it down. Is there anything else I can help? | ['profile', 'restaurant'] | {'profile': {'name': 'Wilhelmina Newberg'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient transportation.",
"I'd like to t... | |
MUL0003 | 18 | Yes, actually, I'm also looking for a particular hotel. Can you help me with that? | Of course, do you have his name? | ['profile', 'restaurant'] | {'profile': {'name': 'Wilhelmina Newberg'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient transportation.",
"I'd l... | |
MUL0003 | 20 | I remember it called City Zooms. | Okay, let me check it for you. Oh yes, we do have the place. What do you want to know? | ['hotel', 'profile', 'restaurant'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient transportation.",
... | |
MUL0003 | 22 | Well, can you tell me his phone number? | Of course, his phone number is 1-223-04050. | ['hotel', 'profile', 'restaurant'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}} | {
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"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient transportati... | |
MUL0003 | 24 | Okay, got it. Thank you. | Is there anything else I can help? | ['hotel', 'profile', 'restaurant'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with convenient tran... | |
MUL0003 | 26 | Oh, let me think. Yes, actually, yes. I also want to book a taxi to commute between the two places. Can you help me with that? | Of course, what time do you want the taxi to arrive at the restaurant? | ['hotel', 'profile', 'restaurant'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with conveni... | |
MUL0003 | 28 | The tech chef should arrive at the restaurant by the book time. | Okay, let me check it for you. Yes, your book is successful now. And for others, may I receive your telephone number? | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}, 'taxi': {'arriveby': '14:00'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the place with... | |
MUL0003 | 30 | Yes, my telephone number is 6358- | Yes, please go ahead. | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg', 'phonenumber': '6358'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}, 'taxi': {'arriveby': '14:00'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay in the pl... | |
MUL0003 | 32 | And 0-4-3-7-5-0. | Okay. Yes, your book is successful now. Is there anything else I can help? | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg', 'phonenumber': '6358043750'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}, 'taxi': {'arriveby': '14:00'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like to stay i... | |
MUL0003 | 34 | Well, actually, yes. I want to know the phone of the taxi. | Of course, it's 0381-403158. | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg', 'phonenumber': '6358043750'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}, 'taxi': {'arriveby': '14:00'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'd like t... | |
MUL0003 | 36 | Okay, I read it down. Thank you. | Yes, and for your orders, would you like to receive our email? | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg', 'phonenumber': '6358043750'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}, 'taxi': {'arriveby': '14:00'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"Well, I'... | |
MUL0003 | 38 | No, that won't be necessary. | Okay then, is there anything else I can help? | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg', 'phonenumber': '6358043750'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}, 'taxi': {'arriveby': '14:00'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?",
"... | |
MUL0003 | 40 | No, that's all I need. Thank you. Bye. | Have a great day. Bye. | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'name': 'Cityroomz'}, 'profile': {'name': 'Wilhelmina Newberg', 'phonenumber': '6358043750'}, 'restaurant': {'day': 'Friday', 'people': '1', 'time': '14:00', 'area': 'centre', 'food': 'Indian'}, 'taxi': {'arriveby': '14:00'}} | {
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"Hello, is this Customer Service Center?",
"Well, I'm looking for a place to dine. Do you have any recommendation for me?... | |
MUL0005 | 0 | Hello? | Information center, how can I help you? | [] | {} | {
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MUL0005 | 2 | Yes, I'm looking for the information in Cambridge. | Go ahead, please. | [] | {} | {
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"Information center, how can I help you?"
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MUL0005 | 4 | I'm looking for a restaurant. | Okay. | [] | {} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge."
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"Go ahead, please."
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MUL0005 | 6 | I suppose the restaurant should be in the expensive price range. | All that? | ['restaurant'] | {'restaurant': {'area': 'East'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant."
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"Information center, how can I help you?",
"Go ahead, please.",
"Okay."
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"domains": [
"[]",
"[]",
"[]"... | |
MUL0005 | 8 | I will travel in the eastern part of the city, so I prefer to eat there. | So you're looking for a restaurant located in the east, right? | ['restaurant'] | {'restaurant': {'area': 'East'}} | {
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"Hello?",
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"Information center, how can I help you?",
"G... | |
MUL0005 | 10 | That's right. | Okay, go ahead, please. | ['restaurant'] | {'restaurant': {'area': 'East'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
"I will travel in the eastern part of the city, so I prefer to e... | |
MUL0005 | 12 | Do you have any recommendation of the restaurant? | Okay, let me check for you. Please wait. | ['restaurant'] | {'restaurant': {'area': 'East'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
"I will travel in the eastern part of the city, so I pre... | |
MUL0005 | 14 | Okay. | I got two options for you. | ['restaurant'] | {'restaurant': {'area': 'East'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
"I will travel in the eastern part of the city, ... | |
MUL0005 | 16 | Okay, Mano. | Of course, the first one named U Garden and the second one named Royal Standard. | ['restaurant'] | {'restaurant': {'area': 'East'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
"I will travel in the eastern part of th... | |
MUL0005 | 18 | Okay, I suppose I would like to try the second one. | Okay. Do you need a reservation? | ['restaurant'] | {'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
"I will travel in the eastern pa... | |
MUL0005 | 20 | No, but I need some other information. | What information do you need? | ['restaurant'] | {'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
"I will travel in the ea... | |
MUL0005 | 22 | My know their post code | Of course. The postcode is CB13NL. | ['restaurant'] | {'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
"I will travel i... | |
MUL0005 | 24 | Go ahead. Thank you so much. May I know the address? | The address is 299 Mail Road, Citizen Death. | ['restaurant'] | {'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
"I will ... | |
MUL0005 | 26 | God, Ed, thank you very much. | Is there anything else I can help you with? | ['restaurant'] | {'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range.",
... | |
MUL0005 | 28 | Also, I'm looking for a place to stay. | Okay. | ['restaurant'] | {'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive price range... | |
MUL0005 | 30 | Well, I suppose the hotel should be in the type of guest house. | Yes, how? School that? | ['hotel', 'restaurant'] | {'hotel': {'type': 'guest house'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expensive pri... | |
MUL0005 | 32 | And I suppose we should be in the same area of the restaurant. | Okay, same location in the east, okay. | ['hotel', 'restaurant'] | {'hotel': {'area': 'East', 'type': 'guest house'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in the expen... | |
MUL0005 | 34 | Also, I suppose it should have a style of floor. | Four Star Hotel, okay. | ['hotel', 'restaurant'] | {'hotel': {'area': 'East', 'stars': '4', 'type': 'guest house'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should be in t... | |
MUL0005 | 36 | and I have no devices which need internet, so I suppose I don't need that. | Okay. For that, go ahead, please. | ['hotel', 'restaurant'] | {'hotel': {'area': 'East', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restaurant should... | |
MUL0005 | 38 | Well, I think that's all. So do you have any recommendations? | Okay, let me check for you. | ['hotel', 'restaurant'] | {'hotel': {'area': 'East', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the restauran... | |
MUL0005 | 40 | Okay, thank you so much. | I'm sorry we don't have perfect fit, but we do have options providing free Wi-Fi. | ['hotel', 'restaurant'] | {'hotel': {'area': 'East', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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],
"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppose the r... | |
MUL0005 | 42 | Okay, that's okay man. No, and please make a reservation for me. | Of course, I got two options for you. The first one named A&B Guesthouse and the second one named Ellen Bell. | ['hotel', 'restaurant'] | {'hotel': {'area': 'East', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
"I suppo... | |
MUL0005 | 44 | Well, I suppose I would try this first one. So do you need my name to make a reservation for seven people? | Okay, Manuel, name please. | ['hotel', 'restaurant'] | {'hotel': {'people': '7', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant.",
... | |
MUL0005 | 46 | Sure. My name is Pat Mendonza. | How to spell. | ['hotel', 'profile', 'restaurant'] | {'hotel': {'people': '7', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a restaurant... | |
MUL0005 | 48 | It should be V-E-T-T-E. | Okay. | ['hotel', 'profile', 'restaurant'] | {'hotel': {'people': '7', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking for a re... | |
MUL0005 | 50 | M-E-N-D-O-Z-A. | So you need to book hotel for seven people. | ['hotel', 'profile', 'restaurant'] | {'hotel': {'people': '7', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm looking ... | |
MUL0005 | 52 | I will book for 7 people for 5 nights starting from Tuesday | All that. Your booking has been successful. | ['hotel', 'profile', 'restaurant'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
"I'm ... | |
MUL0005 | 54 | Thank you so much. | Do you need to get orders through email? | ['hotel', 'profile', 'restaurant'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambridge.",
... | |
MUL0005 | 56 | No, thanks. I think they don't need that. And I also want to book a taxi. | Go ahead, please. | ['hotel', 'profile', 'restaurant'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
"Hello?",
"Yes, I'm looking for the information in Cambri... | |
MUL0005 | 58 | Well, I suppose the taxi should... I want to book a taxi to commute between two places. And I suppose it should arrive... | Cool. | ['hotel', 'profile', 'restaurant'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}} | {
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"text": [
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"Yes, I'm looking for the information i... | |
MUL0005 | 60 | arrived at the restaurant by 8 o'clock. | Well, that, let me tell it for you. | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}, 'taxi': {'leaveat': '20:15'}} | {
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"text": [
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"Yes, I'm looking for the infor... | |
MUL0005 | 62 | Okay. | May I know your phone number? | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}, 'taxi': {'leaveat': '20:15'}} | {
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"text": [
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"Yes, I'm looking for t... | |
MUL0005 | 64 | share it should be 85886 | Cool. | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola', 'phonenumber': '85866'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}, 'taxi': {'leaveat': '20:15'}} | {
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"text": [
"Hello?",
"Yes, I'm looki... | |
MUL0005 | 66 | 40929 and manual the car type. | You're in a white audience. | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola', 'phonenumber': '8586640929'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}, 'taxi': {'leaveat': '20:15'}} | {
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"text": [
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"Yes, I... | |
MUL0005 | 68 | Okay, thank you very much. I think that's all for today. Goodbye. | Goodbye. | ['hotel', 'profile', 'restaurant', 'taxi'] | {'hotel': {'day': 'Tuesday', 'people': '7', 'stay': '5', 'area': 'East', 'name': 'A And B Guest House', 'parking': 'no', 'stars': '4', 'type': 'guest house'}, 'profile': {'name': 'Batman Mandola', 'phonenumber': '8586640929'}, 'restaurant': {'area': 'East', 'name': 'Royal Standard'}, 'taxi': {'leaveat': '20:15'}} | {
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... | |
MUL0006 | 0 | Hi, I'm looking for a restaurant called the Pipacha Restaurant. | The Pipa restaurant? Yes, I'm checking for you. And I have found this place for you. | ['restaurant'] | {'restaurant': {'name': 'Pipasha Restaurant'}} | {
"turn_index": [],
"text": [],
"agent_text": [],
"domains": [],
"slots": []
} | |
MUL0006 | 2 | Today is Monday. Can you book a table for five persons at 1.45 p.m. tomorrow? | Sure, may I have your name? | ['restaurant'] | {'restaurant': {'day': 'Tuesday', 'people': '5', 'time': '13:45', 'name': 'Pipasha Restaurant'}} | {
"turn_index": [
0
],
"text": [
"Hi, I'm looking for a restaurant called the Pipacha Restaurant."
],
"agent_text": [
"The Pipa restaurant? Yes, I'm checking for you. And I have found this place for you."
],
"domains": [
"['restaurant']"
],
"slots": [
"{'restaurant': {'name': 'Pipa... | |
MUL0006 | 4 | My name is Milan Cruz, M-I-L-A-N-C-R-U-Z. | Okay, and your reservation is confirmed. Would you like to get the order by email? | ['profile', 'restaurant'] | {'profile': {'name': 'Milan Cruz'}, 'restaurant': {'day': 'Tuesday', 'people': '5', 'time': '13:45', 'name': 'Pipasha Restaurant'}} | {
"turn_index": [
0,
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],
"text": [
"Hi, I'm looking for a restaurant called the Pipacha Restaurant.",
"Today is Monday. Can you book a table for five persons at 1.45 p.m. tomorrow?"
],
"agent_text": [
"The Pipa restaurant? Yes, I'm checking for you. And I have found this place for you.",
... |
End of preview. Expand
in Data Studio
SpokenWOZ With Whisper Transcripts
This is a custom version of the SpokenWOZ dataset with all the original transcripts replaced by transcripts generated by Whisper-large-v3. We manually
transcribed 1000 utterances from the test set and like this estimate the WER of the original ASR to be ~29% and the WER of the Whisper transcripts to
be ~5.3%.
Citation Information
@misc{si2024spokenwozlargescalespeechtextbenchmark,
title={SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents},
author={Shuzheng Si and Wentao Ma and Haoyu Gao and Yuchuan Wu and Ting-En Lin and Yinpei Dai and Hangyu Li and Rui Yan and Fei Huang and Yongbin Li},
year={2024},
eprint={2305.13040},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2305.13040},
}
arxiv.org/abs/2305.13040
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