audio_url
stringlengths 137
142
| emotion_label
stringclasses 3
values | corrected_whisper_transcript
stringlengths 3
3.04k
|
|---|---|---|
Pauses | Actually, I like to listen more different music such as rock and blues and rock. |
|
Neutral | Nobody. |
|
Neutral | I go to the zoo every weekend. |
|
Pauses | When I am spared, I usually do some sport like playing football because I am a football fan and I played it when I was in the kindergarten and it can make me relax myself and also relax my pressure. |
|
Neutral | Sometimes yes, because good things do happen in dreams that seems quite improbable in real life. |
|
Neutral | I live in a house because in country many people live in houses so I think it is a good place to live and I enjoy myself. |
|
Neutral | My favorite day of the week is Saturday because it's one day I can sleep in and not have to worry about work or school. I like to spend Saturdays relaxing and doing things I enjoy, like going for walks or hanging out with friends. |
|
Neutral | Of course, because I hate bad men when I was young, so I prefer to be a good policeman and I want to catch more and more criminal. |
|
Pauses | Yes, of course. Because my favorite sport might be known for others. So I will introduce this sport for my students and for my classmates and another friend. |
|
Pauses | Maybe I usually make a list on something I need to do, just like work. If I don't finish my work, I can't open my phone you know. My phone is very is here for me and I think if I don't take off my phone, I will play the game in phone and chat with my friends in the phone. |
|
Neutral | Sure, speaking of the place I'd like to spend time in, I would say there is a small cafe near my home and there are often few people in the weekdays, however, there are still some students on the weekends. Well I always go there for working with my laptop. I would just sit there and ordered a cup of coffee. I would say my favorite is the mocha and I would sit there for the whole afternoon and even the whole day to finish my job. Because I think working in a really quiet place without noises will make sure I can concentrate on the work. And also, there will be some relaxing music while you drinking, and which will definitely relax my mind so it's really a good place to do the work. And I gradually keep contact with the cafe owner, and we have become good friends so I will go there as frequent as possible. |
|
Neutral | Well, my favorite food must be the meat. Anything made of meat is my favorite, like the steak, or the sausage, and even the hot dogs. |
|
Neutral | Well, that's a bit tricky to say, but I would say that the social media and websites are two different types of the website so they are not in the same change I think. |
|
Neutral | The most popular genre of music where I live is pop music. It is played on almost every radio station and most people seem to enjoy listening to it. Pop music has a catchy beat and lyrics that are easy to remember and it appeals to a wide audience. I also notice a lot of rap and hip hop music in my area, which is often played in clubs and at social events. |
|
Pauses | Adults need to be busy on their work and the children need to study more on weekends, so I think they not have enough time to do another activities together. |
|
Neutral | I think when I was in my childhood, maybe the place I liked to meet with my friends was at the playground. Maybe after dinner, some children with me and me liked to go to the playground to do some games or do some things we like, and that's all. But now, I think maybe adults like to spend some free time together to do some even boring things. That's all. |
|
Neutral | Frank, thank you. |
|
Neutral | Yes, I have told to my mom and my mom said wow you are so good. Yes you know parents is also like this. And when I talk to my friends, my friends says wow it's a really good experience. Yes they just encourage me and they also told me if I have another chance, they encourage me to do it and maybe I can get another prize. |
|
Pauses | I would say the biggest distraction when I'm trying to stay focused is when I have a lot of tasks that I simultaneously need to be that I need to do. And in that case, I will be distracted because I'm thinking about many things at once and cannot only focus on one thing. And also, if I'm with myself inside a room, it's more like that I can be distracted because unlike in an office or in a library where everyone else is studying, and which they create a environment for you to study, then it could be the case that they could not that you could not concentrate very well. |
|
Neutral | Yes, I would like to write some short essays after I watch a film. |
|
Neutral | So at least like they know like you click stop to once you finish. |
|
Pauses | No, actually not because I don't like take a nap when during my childhood. |
|
Neutral | yes I think the biking is a best way to take exercise because the people can biking and use the bike to go anywhere they want it's very convenient. |
|
Neutral | The sans books I really like to read because I think I can learn many things in these books you know. I'm a software engineer so I often need to read these books to tell me how to fix the computer. How to work on the network. |
|
Neutral | Yes, there are several shops selling ice cream near where I live. There are both small local shops and larger chain stores that offer different flavors and types of ice cream. |
|
Neutral | Well I think parents should teach their children to eat healthily because parents are responsible for their kids or their children's meal for most of the time. They prepared breakfast at home, at least in China we did something like that. And they prepared lunch or they would otherwise they would chose what their children would eat okay, so in for lunch. And they cook dinner for their children after work so I think parents should do that. |
|
Neutral | Yes, I've read some Chinese literature. Have you? |
|
Pauses | My favorite weather is summer because I can enjoy my breather and it will make me dumb. My least favorite weather is winter. I hate cold because I like warmth. |
|
Neutral | Yes, staying properly hydrated is essential for maintaining good health and overall well-being. |
|
Neutral | So which actor or actress you like best? |
|
Neutral | Yes, while I occasionally stay up late for work later, I always use social network to do some exercise and relax myself. |
|
Neutral | Are there more activities for young people now than 20 years ago? |
|
Neutral | Well, I don't. Generally I like all kinds of music but there is certain types of music that I cannot understand very well: that is opera. And I think that is quite difficult for me to adjust and to comprehend. |
|
Pauses | I'm a student so you mean the rest will be... |
|
Neutral | You know, the cost, the importance of, you know, the friends that they go with. I mean, these are all important factors for them to feel about traveling. |
|
Neutral | I would say yes because in the future I want to like work for myself. I don't want to work for anybody else anymore. even though now I work in a cram school it's...I had pretty much fun time here but I'm still working for other people so I really want to start my own business and take my own journey in the future. |
|
Neutral | Oh yeah definitely. I always draw some plans about my data routing yeah, which can arrange my assignment and work smoothly and well. It can guarantee my efficiency and productivity. |
|
Neutral | Last time I had a few days off was about two months ago. I took a long weekend and spent some time at home relaxing and catching up on some hobbies and interests. It was a nice break from work and I felt recharged and ready to take on new challenges when I returned to the office. |
|
Neutral | For me I guess it must be sofa in my living room because I think it's soft and smooth. I always enjoy lying down on it and my mind will wandering compared to the seat in my classroom. That's how always sit for a long time. That is so tough and uncomfortable so I would like to say sitting my sofa is my favorite place. |
|
Neutral | Well, I must say I'm not an expert in this area, but I may say it will be, yeah because you know the cities with more and more frustrations and competitive facilities yeah can provide them enjoyful and convenient service for them. So it is a good idea for them to live there. |
|
Neutral | Is it too many time for me because I always feel like I don't have enough time to do the things that are important to me, because I don't have a lot of self-control. I easily wandering away when I'm studying and I have the habit of lagging things. |
|
Neutral | Yeah, I know Cherry is a workaholic. |
|
Neutral | Bosses should reward employees in various ways to acknowledge their contributions and motivate them further. Firstly, providing monetary rewards such as bonuses or salary increases can be effective in recognizing exceptional performance and incentivizing employees to continue excelling. Additionally, offering non-financial rewards like paid time off, flexible work arrangements, or professional development opportunities can enhance job satisfaction and work-life balance. |
|
Neutral | I think it's very difficult for me to management myself. As I said before, I design some targets for my daily life, but actually I always...I cannot always solve them in a day and rest of them will be restored in the other day. And I think this failure shows that I can't...I cannot control myself really good. |
|
Neutral | Yeah, I told my parents and my old friends, for my parents, they were very worried about my university life because I chose a university that was not in my hometown and I didn't leave them for 18 years. So they were very worried about me and my social life. So I told them that I joined a dance club and make some new friends. |
|
Neutral | Probably. To be honest, I don't know. I never pay attention to this kind of problem. |
|
Neutral | I feel refreshed, you know, taking a nap just makes you feel energetic so that you have a lot of energy to do whatever you like, like doing your homework or just finishing your tasks around the school or just you know reading a book so you can do everything that you like. So that's really good. |
|
Pauses | Is there any other technologies can you talk about? |
|
Neutral | I prefer to read some books about more about the bibliographies of famous people. |
|
Neutral | Yes, I agree too. |
|
Neutral | Yes, I think so. |
|
Pauses | This is a interesting question. If there were hidden lives, I think we should contact with them because they are mysterious, and I think if we can acknowledge them, we can...it's interesting. |
|
Neutral | 'Cause they want to be surrounded by people I think. |
|
Neutral | Maybe I think some special meeting places are better because in that kind of places we can enjoy maybe a quieter or much more convenient transportation than each other. And in some meeting places it can offer people the delicious food or the precious service. That's all. |
|
Neutral | Yes, I think it was very possible. So… |
|
Neutral | If it's a brand new sort of technology which requires me to read lots of instructions before using it, that's gonna be troublesome. That's not what I'm not really into. |
|
Neutral | Yeah. I think the social media will replace the website. |
|
Neutral | Yes I think I love the singing very much and I think I am good at singing. I can sing many songs. |
|
Neutral | I think if I have the chance I probably would try 'cause working for social media provided me...provide us with really a good chance to work remotely. Yeah, 'cause so you can choose the place where you want to work even when you're having a trip. Yeah, so I think this is really good, so probably I would work for a social media because of its convenience. |
|
Neutral | The most case we meet with each other in the...in train of the internet bar. You know this is the most popular activity for the voice to do is...is to do play the video game. This is always my friend and me's favorite thing. |
|
Pauses | Sir, I don't know the meaning of that. |
|
Neutral | Areas. |
|
Neutral | No. |
|
Neutral | Yeah, depending on the needs and on your motivation, of course over time it will change a lot. |
|
Neutral | We like to buy fruit. |
|
Pauses | Seldom. If my memory serves me right, I have just went to...I have just gone to the zoos for about two times. One was in Chengdu and I saw some pandas and one was in my hometown. I remember that was my birthday, one of my birthdays. I saw some wild animals living in the mountains. |
|
Neutral | Well I think the audience has his or her personal interpretation of artwork. Well there's no such thing as a greater artwork, or, well a less significant one. It just depends on how you interpret or read it. |
|
Neutral | Yes, I do. |
|
Neutral | My favorite artist is Van Gogh. |
|
Neutral | Well nowadays the popular that wins people's heart is more or less the same in different regions, because of the internet and the TV shows you know. The music online and or the soundtrack itself is just like the brainwarm that many people can hum quietly to themselves. |
|
Pauses | Because I went and...went to library. Actually go to library for study. |
|
Neutral | Yeah, you see, that's a tough problem, because if the audience cannot stand the message and the lines, then they are only watching it for curiosity, and not trying to enjoy it as an actual art. |
|
Neutral | Can you recommended some top universities open courses online? Can you? |
|
Neutral | Well, there are some different kinds of styles in terms of weather situations in my hometown. For instance, in spring, the air is mild and fresh. In summer, the weather is so hot, and in autumn, the weather started to become a little cold compared with the weather in summer. In winter, weather in my hometown is quite cold. |
|
Neutral | Yes, I think they should. |
|
Neutral | I know a lot of music, a lot of different types of music. I listen to hip-hop, brute, a lot of songs. I just depend on my certain mood. I want to feel more...I just really depends on my... |
|
Pauses | I think it can improve the environment and protect more and more wild animals. So I think it's good for this. |
|
Neutral | Actually, I don't like art because I don't know how to draw pictures. It's my problem. |
|
Neutral | Oh yes, I have learned how to sing before. I've taken some classes and practiced on my own to improve my techniques in singing. I'm not a professional singer for sure but learning how to sing has also helped me appreciate music more deeply and you know get a deeper understanding of how musical elements work together to create a beautiful song. |
|
Pauses | The first reason is free now you know. Many place will pay money...be a lots money to do, but the publics please you can go there every time and no money, you know. And you can... |
|
Pauses | I think I've mentioned that before because they have to get used to different culture and that's for sure a good trade for them to cultivate. |
|
Neutral | No, I'm not interested in this thing. I have other hobbies, but not thing. |
|
Pauses | Fried french fries I would say. |
|
Pauses | In my hometown, maybe summer. It's hot every day. |
|
Pauses | Yes, break, important for work and study. Help rest and focus. |
|
Neutral | So we have been talking about a meal that you enjoy. I would like to discuss with you one or two more general questions related to this. First of all, let's consider, bring children and food. What is the best age for children to learn to cook? |
|
Neutral | Goodbye. |
|
Neutral | Yes, I am capable of fixing simple things such as leaky faucet or a blown fuse. However, for more complex issues, I will seek the help of a professional to ensure the problem is properly solved. |
|
Pauses | Cause back in primary school time, people wouldn't spend much effort on suffering from making new friends, and they didn't have so many things to concern about, like the gap between the rich and poor and between boys and girls, so the childhood friendship was actually innocent. But for now, most people just they're worried a lot when they make new friends, and they even have social phobia. |
|
Neutral | Well, I think doing some time management is real essential and important for us. And also it's not easy battling ruling process for me. So I try my best to manage it too well. But I always made some difficulties. |
|
Neutral | Yeah, I've thought about that before. Maybe, you know, to run my own business someday can be challenging, but also interesting. I've been thinking about starting a small business like a cafe in the corner of the street. But now I don't have much experience, so I guess I'm still a long way off. |
|
Neutral | Yeah, okay. I certainly hope so. As an engineer I have been work developing technologies that could help with prevent prayer. It much easy and cost-effective to prevent this disease for first place rather than having to treat it after it's also taken home. |
|
Pauses | Well, social media has...is probably most, I don't say most, but it's definitely efficient at getting information around. However, the quality of information on social media is generally pretty low. You have to spend a lot of time filtering low quality information, and that could actually cost more time than you would if you just use a search engine yourself. Besides, now we have artificial intelligence. You can probably simply ask AI questions and they'll answer you in a more efficient manner. |
|
Neutral | I don't want to work in social media. I have other things that I'd like to work on. And social media, like I said, it's too fast-paced. And there's so much activity and vanity on social media. And I don't want to be a part of it. And I simply don't want to amplify it. So, no, I don't want to work in social media. |
|
Neutral | At present I seldom go on a picnic. |
|
Pauses | Yes, that's true. I agree with your view. I think this is really depends on what kind of individual he is and their comfort level when it comes to socializing. You know many young people are born with...were born with the internet and they are get...they are getting used to socializing through the internet. In contrast, they are not good at speaking in person, speaking...talking with people in person. |
|
Pauses | Oh, I prefer to read some newspapers. |
|
Neutral | Yes I do. |
|
Neutral | Maybe once a week because you know I love the animals so after work on the weekend I will go to the zoo to see some animals to watch some animals I like. |
|
Neutral | ...for others and is universally applied to… |
End of preview. Expand
in Dataset Viewer.
EDEN ASR Dataset
A subset of this data was used to support the development of empathetic feedback modules in EDEN and its prior work.
The dataset contains audio clips of native Mandarin speakers. The speakers conversed with a chatbot hosted on an English practice platform. 3081 audio clips from 613 conversations and 163 users remained after filtering. The filtering process removes audio clips containing only Mandarin, duplicates, and a subset of self-introductions from the users. Each audio clip ranges from one second to two minutes. We did not collect demographic information to protect user identities.
In our original work, we directly transcribed the speech with Whisper Medium. However, since the audio clips are accented speech, these transcripts have instances of ASR error. We have manually verified the original transcripts to ensure they are high-quality.
Thanks to my mentee, Brittney Lilly, for doing the crux of the ASR transcript verification work!
Dataset Columns
- audio_url: The URL to the audio clips; you can download them using wget or urllib to your local machines (see the code snippet below).
- emotion_label: We manually labeled a subset of the clips as Neutral (neutral emotions), Negative (the speaker is displaying negative emotions), or Pauses (there are a lot of pauses in the speech, potentially signaling language anxiety). The process is documented in EDEN's prior work. When this field is empty, it means that the clip was not labeled.
- corrected_whisper_transcript: The high-quality transcript we have verified; the person performing verification is a native English speaker.
Intended Use
Accented ASR research!
Code Example
from datasets import load_dataset
dataset = load_dataset("sylviali/EDEN_ASR_Data", split="train")
print(dataset)
# Download the audio to a local file
import urllib
urllib.request.urlretrieve(dataset[0]["audio_url"], "audio.wav")
# Extract the ASR transcript
print(dataset[0]["corrected_whisper_transcript"])
# Extract the emotion label
print(dataset[0]["emotion_label"])
# Check audio clips labeled as having negative emotions
negative_emotion_clips = dataset.filter(lambda example: example["emotion_label"] == "Negative")
print(len(negative_emotion_clips))
print(negative_emotion_clips[0])
- Downloads last month
- 54