Dataset Viewer
Auto-converted to Parquet Duplicate
audio
audioduration (s)
10.1
60
id
stringlengths
23
23
transcript
stringlengths
161
1.07k
language
stringclasses
1 value
emotion
stringclasses
3 values
duration
float32
10.1
60
confidence
float32
0.9
0.9
source_url
stringclasses
2 values
human_reviewed
bool
2 classes
snr_db
float32
25.3
61
speech_ratio
float32
0.63
0.93
quality_score
float32
82.4
95.7
speaker_id
stringclasses
2 values
genre
stringclasses
1 value
accent
stringclasses
2 values
video_id
stringclasses
2 values
segment_index
int32
0
105
start_time
float32
0.01
3.43k
end_time
float32
53.4
3.48k
en_spk001_5b59ed35_0000
talk about effective speaking in spontaneous situations. I thank you all for joining us even though the title of my talk is grammatically incorrect. I thought that might scare a few of you away. But I learned teaching here at the business school, catching people's attention is hard, so something as simple as that. I th...
en
informative
53.380001
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
32.380001
0.8898
89.160004
spk_en_001
lecture
american_english
HAnw168huqA
0
0.01
53.389999
en_spk001_5b59ed35_0001
Three, two, one. Raise your hand please if you found three and only three F's. Excellent, great. Did anybody find four? Okay. Anybody find only five F's? And anybody find six? There's six F's.
en
informative
15.98
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
47.669998
0.6905
87.75
spk_en_001
lecture
american_english
HAnw168huqA
1
64.489998
80.470001
en_spk001_5b59ed35_0003
This is a perfect analogy for what we're going to be talking about today. The vast majority of us in this room, very smart people in this room, were not as effective as we could have been in this activity. We didn't get it right. And the same is true when it comes to speaking in public, particularly when spontaneous sp...
en
informative
26.423
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
39.759998
0.8297
93.239998
spk_en_001
lecture
american_english
HAnw168huqA
3
108.572998
134.996994
en_spk001_5b59ed35_0006
calls. Does everybody know what a cold call is? It's where the mean professor like me looks at some students and says, what do you think? And there was a lot of panic and a lot of silence. So as a result of that, this workshop was created and a vast majority of first year students here at the GSB go through this worksh...
en
informative
26.423
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
44.009998
0.7706
91.769997
spk_en_001
lecture
american_english
HAnw168huqA
6
187.843002
214.266998
en_spk001_5b59ed35_0007
than plan speaking. Perhaps it's giving introductions. You're at a dinner and somebody says, you know so and so, would you mind introducing them? Maybe it's giving feedback in the moment. Your boss turns to you and says, would you tell me what you think? It could be a surprise toast, or finally, it could be during the ...
en
informative
26.423
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
41.889999
0.7971
92.43
spk_en_001
lecture
american_english
HAnw168huqA
7
214.266998
240.690002
en_spk001_5b59ed35_0009
So let's get started with anxiety management. 85% of people tell us that they're nervous when speaking in public. And I think the other 15% are lying. Okay, we could create a situation where we could make them nervous too. In fact, just this past week, a study from Chapman University asked Americans, what are the thing...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
47.459999
0.7761
91.900002
spk_en_001
lecture
american_english
HAnw168huqA
9
268.98999
297.584991
en_spk001_5b59ed35_0010
speaking. Among the top 5 was speaking in front of others. This is a ubiquitous fear and one that I believe we can learn to manage. And I use that word manage very carefully because I don't think we ever want to overcome it. Anxiety actually helps us. It gives us energy, helps us focus, tells us what we're doing is imp...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
43.950001
0.781
92.029999
spk_en_001
lecture
american_english
HAnw168huqA
10
297.584991
326.179993
en_spk001_5b59ed35_0011
But before we get there, I'd love to ask you, what does it feel like when you're sitting in the audience watching a nervous speaker present? How do you feel? Just shout out a few things. How do you feel? Uncomfortable. I heard many of you going, yes, uncomfortable. It feels very awkward, doesn't it? So what do we do? N...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
40.990002
0.8125
92.809998
spk_en_001
lecture
american_english
HAnw168huqA
11
326.179993
354.774994
en_spk001_5b59ed35_0012
page. And to the nervous speaker looking out at his or her audience seeing a bunch of people nodding or disengaged, that does not help, okay? So we need to learn to manage our anxiety because fundamentally your job as a communicator rather regardless of if it's planned or spontaneous is to make your audience comfortabl...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
39.330002
0.8481
93.699997
spk_en_001
lecture
american_english
HAnw168huqA
12
354.774994
383.369995
en_spk001_5b59ed35_0013
message, but they have to be in a place where they can receive it. So it's incumbent on you as a communicator to help your audience feel comfortable, and we do that by managing our anxiety. So let me introduce you to a few techniques that I think you can use right away to help you feel more comfortable. The first has t...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.029999
0.767
91.68
spk_en_001
lecture
american_english
HAnw168huqA
13
383.369995
411.964996
en_spk001_5b59ed35_0014
What happens is many of us begin to feel whatever it is that happens to you, maybe your stomach gets a little gurgly, maybe your legs begin to shake, maybe you begin to perspire. And then we start to say to ourselves, oh my goodness, I'm nervous. Uh oh, they're gonna tell I'm nervous. This is not gonna go well and we s...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
38.23
0.8488
93.720001
spk_en_001
lecture
american_english
HAnw168huqA
14
411.964996
440.559998
en_spk001_5b59ed35_0015
and say, hey, this is me feeling nervous. I'm about to do something of consequence. And simply by greeting your anxiety and acknowledging it that it's normal and natural. Heck, 85% of people tell us they have it. You actually can stem the tide of that anxiety spiraling out of control. It's not necessarily going to redu...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46
0.795
92.379997
spk_en_001
lecture
american_english
HAnw168huqA
15
440.559998
469.154999
en_spk001_5b59ed35_0016
breath and say this is me feeling anxious. I notice a few of you taking some notes. There's a handout that will come at the end that has everything that I'm supposed to say. Okay? Can't guarantee I'm going to say it, but I you'll have it there. In addition to this approach, a technique that works very well, and this is...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
44.130001
0.7726
91.809998
spk_en_001
lecture
american_english
HAnw168huqA
16
469.154999
497.75
en_spk001_5b59ed35_0017
When we are up presenting, planned or spontaneous, we feel that we have to do it right. And we feel like we are performing. How many of you have ever acted, done singing or dancing? I'm not gonna ask for performances. No. Okay, many of you have. We should note that we could do next year maybe a talent show of alums. It...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.740002
0.7866
92.160004
spk_en_001
lecture
american_english
HAnw168huqA
17
497.75
526.344971
en_spk001_5b59ed35_0018
at line, at the right time, at the right place, you've made a mistake. It messes up the audience. It messes up the people on stage. But when you present, there is no right way. There's certainly better and worse ways, but there is no one right way. So we need to look at presenting as something other than performance. A...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
49.049999
0.7341
90.849998
spk_en_001
lecture
american_english
HAnw168huqA
18
526.344971
554.940002
en_spk001_5b59ed35_0019
rather than saying I'm performing for you. But it's not enough just to say this is a conversation. I want to give you some concrete things you can do. First, start with questions. Questions by their very nature are dialogic, they're two way. What was one of the very first things I did here for you? I had you count the ...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
47.700001
0.746
91.150002
spk_en_001
lecture
american_english
HAnw168huqA
19
554.940002
583.534973
en_spk001_5b59ed35_0020
as if we are in conversation. So use questions. They can be rhetorical, they can be polling, perhaps I actually want to hear information from you. In fact, I use questions when I create an outline for my presentations. Rather than writing bullet points, I list questions that I'm going to answer, and that puts me in tha...
en
informative
28.594999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
39.259998
0.8062
92.660004
spk_en_001
lecture
american_english
HAnw168huqA
20
583.534973
612.130005
en_spk001_5b59ed35_0021
Beyond questions, another very useful technique for making us conversational is to use conversational language. Many nervous speakers distance themselves physically. If you've ever seen a nervous speaker present, he or she will say something like this, welcome, I am really excited to be here with you. They pull as far ...
en
informative
28.445
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
39.689999
0.8249
93.120003
spk_en_001
lecture
american_english
HAnw168huqA
21
613.77002
642.215027
en_spk001_5b59ed35_0022
We use language that distances ourselves. It's not unusual to hear a nervous speaker say something like, one must consider the ramifications or today we're going to cover step one, step two, step three. That's very distancing language. To be more conversational, use conversational language. Instead of one must consider...
en
emphatic
28.445
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
47.470001
0.7714
91.790001
spk_en_001
lecture
american_english
HAnw168huqA
22
642.215027
670.659973
en_spk001_5b59ed35_0023
Instead of step one, step two, step three, first what we need to do is this. The second thing you should consider is here. Use conversational language. So being conversational can also help you manage your anxiety. The third technique I'd like to share is research that I actually started when I was an undergraduate her...
en
informative
28.445
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.290001
0.7714
91.790001
spk_en_001
lecture
american_english
HAnw168huqA
23
670.659973
699.10498
en_spk001_5b59ed35_0025
worry they're not going to get the right grade. Some of you are worried you might not get the funding, you might not get the support, you might not get the laughs that you want. All of those are future states. So if we can bring ourselves into the present moment, we're not going to be as concerned about those future st...
en
informative
28.445
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
49.369999
0.7194
90.480003
spk_en_001
lecture
american_english
HAnw168huqA
25
727.549988
755.994995
en_spk001_5b59ed35_0026
He's very nervous. He's up in front of crowds of thousands. Behind the stage what he does is a 100 push-ups right before he comes out. You can't be that physically active and not be in the present moment. Now I'm not recommending all of us go to that level of exertion, 'cause he starts out of breath and sweaty, right? ...
en
informative
28.445
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
45.419998
0.7925
92.309998
spk_en_001
lecture
american_english
HAnw168huqA
26
755.994995
784.440002
en_spk001_5b59ed35_0027
or a playlist that helps get them in the moment. You can do things as simple as counting backwards from a 100 by tough numbers like 17. I'm gonna pause because I know people in the room are trying, yeah. Gets hard after that third or fourth one, I know. My favorite way to get present oriented is to say tongue twisters....
en
informative
28.445
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
47.279999
0.7918
92.290001
spk_en_001
lecture
american_english
HAnw168huqA
27
784.440002
812.88501
en_spk001_5b59ed35_0030
So let's get started on the core part of what we're doing today, which is how to feel more comfortable speaking in spontaneous situations. Some very simple ground rules for you. First, I'm going to identify four steps that I believe are critical to becoming effective at speaking in in a spontaneous situation. With each...
en
emphatic
24.440001
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
43.240002
0.7813
92.029999
spk_en_001
lecture
american_english
HAnw168huqA
30
909.150024
933.590027
en_spk001_5b59ed35_0032
the creative arts department, he teaches film and new media, and he's an expert at improv. And we've partnered together to help people learn how to speak more spontaneously. We call it improvisationally speaking. And Adam has taught me wonderful phrases and ideas from improv that I want to impart to you that really sti...
en
informative
24.440001
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
32.560001
0.8829
94.57
spk_en_001
lecture
american_english
HAnw168huqA
32
958.030029
982.469971
en_spk001_5b59ed35_0034
are trying. The best thing we can do, the first step in our process is to get ourselves out of the way. Easier said than done. Most of us in this room are in this room because we are type A personalities, we work hard, we think fast, we make sure that we get things right. But that can actually serve as a disservice as ...
en
informative
24.440001
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
45.970001
0.7502
91.25
spk_en_001
lecture
american_english
HAnw168huqA
34
1,006.909973
1,031.349976
en_spk001_5b59ed35_0036
Yeah. That's what I'm talking about. We stockpile. You all are excellent game players. I told you the game. Shout the wrong name. And you have already begun figuring out how you're going to master the game. That's your brain trying to help you get it right.
en
informative
17.379999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
45.619999
0.75
89.940002
spk_en_001
lecture
american_english
HAnw168huqA
36
1,095.209961
1,112.589966
en_spk001_5b59ed35_0037
I'd like to suggest the only way you can get this activity wrong is by doing what you've just done. There is no way to get this wrong. Okay? Even if I call this a chair, no penalty will be bestowed upon you. Okay? Because I won't know what you were pointing at. You could have been pointing at the floor under the chair ...
en
informative
27.74
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.509998
0.7518
91.300003
spk_en_001
lecture
american_english
HAnw168huqA
37
1,114.369995
1,142.109985
en_spk001_5b59ed35_0038
get it right, and there is no way to get it right. Just doing it gets it right. Okay? So let's try this now. We're going to play this game twice. Again, it's for 30 seconds. If you are willing and able, will you please stand up? You can do this seated by the way, but if you're willing and able, let's stand up. Okay? In...
en
informative
27.74
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
33.459999
0.8882
94.699997
spk_en_001
lecture
american_english
HAnw168huqA
38
1,142.109985
1,169.849976
en_spk001_5b59ed35_0039
And loudly and proudly call them different than what they are. Ready? Begin! Porcupine! California! Salt shaker! Car! Library! Tennis racket! Purple! Orange! Putrid! Hello!
en
informative
27.74
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
43
0.8867
94.669998
spk_en_001
lecture
american_english
HAnw168huqA
39
1,169.849976
1,197.589966
en_spk001_5b59ed35_0040
Let's you can stay standing because in a mere moments we're going to do it again. So if you're comfortable standing, we're about to do it again. First, thank you. That was wonderful. I heard great words being called out. It was it was fun. And some of you in the back were doing it in sync, so it looked like you were do...
en
informative
28.966999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
36.580002
0.9033
95.080002
spk_en_001
lecture
american_english
HAnw168huqA
40
1,207.069946
1,236.036987
en_spk001_5b59ed35_0041
Some of you were going through fruits and vegetables. A few of you were going through things that started with the letter A, right? That's your brain saying, okay, you told me not to stockpile, so I'm going to try to be a little more devious and I'm going to give you patterns, okay? Same problem. When we teach that cla...
en
informative
28.966999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
42.209999
0.8598
94
spk_en_001
lecture
american_english
HAnw168huqA
41
1,236.036987
1,265.003052
en_spk001_5b59ed35_0043
Please have a seat. Thank you again. Did you notice a difference between the second time and the first time? Yes, was it a little easier that second time? No. That's okay. We're just starting. These skills are not like a light switch.
en
informative
20.753
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
39.389999
0.8081
92.699997
spk_en_001
lecture
american_english
HAnw168huqA
43
1,316.189941
1,336.942993
en_spk001_5b59ed35_0044
It's not like you learn these skills and then all of a sudden you can execute on them. This is a wonderful game. This is a wonderful game to train your brain to get out of its own way. You can play this game anywhere, anytime. I like to play this game when I'm sitting in traffic. Makes me feel better than I shout thing...
en
informative
20.753
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
45.650002
0.7522
91.300003
spk_en_001
lecture
american_english
HAnw168huqA
44
1,336.942993
1,357.697021
en_spk001_5b59ed35_0045
body things that I want to be shouting out, but I shout out things and it helps. You're training yourself to get out of your own way. You're working against the muscle memory that you've developed over the course of your life with a brain that acts very fast to help you solve problems. But in essence, in spontaneous sp...
en
informative
20.753
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
35.439999
0.8891
94.730003
spk_en_001
lecture
american_english
HAnw168huqA
45
1,357.697021
1,378.449951
en_spk001_5b59ed35_0048
But that's not enough. Getting out of our own way is important, but the second step of our process has us change how we see the situation we find ourselves in. We need to see the speaking opportunity that we are a part of as an opportunity rather than a challenge and a threat. When I coach executives on Q and A skills.
en
informative
22.965
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
48.099998
0.7117
90.290001
spk_en_001
lecture
american_english
HAnw168huqA
48
1,458.98999
1,481.954956
en_spk001_5b59ed35_0049
else. When they go in front of the media or whatever, investors. They see it as an adversarial experience, me versus them. And one of the first things I work on is change the way you approach it. A Q and A session, for example, is an opportunity for you. It's an opportunity to clarify. It's an opportunity to understand...
en
informative
22.965
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
48.400002
0.7012
90.029999
spk_en_001
lecture
american_english
HAnw168huqA
49
1,481.954956
1,504.920044
en_spk001_5b59ed35_0051
So spontaneous speaking situations are ones that afford you opportunities. So when you're at a corporate dinner and your boss turns to you and says, oh, you know him better than the rest, would you mind introducing him? You say, great, thank you for the opportunity, rather than, right? I better get this right. So see t...
en
informative
22.965
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
43.950001
0.7726
91.809998
spk_en_001
lecture
american_english
HAnw168huqA
51
1,527.88501
1,550.849976
en_spk001_5b59ed35_0052
I have a game to play to help us with this. This is a fun one. The holidays are approaching. We all in this room are going to give and receive gifts. Here's how this game will work. It works best if you have a partner. So I'm hoping you can work with somebody sitting next to you. If there's nobody sitting next to you, ...
en
informative
42.5
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.07
0.7232
90.580002
spk_en_001
lecture
american_english
HAnw168huqA
52
1,552.51001
1,595.01001
en_spk001_5b59ed35_0053
Your partner will take the gift and open it up and will tell you what you gave them. Because you have no, you just gave them a gift. So, you are going to open up the box and you're going to look inside and you are going to say the first thing that comes to your mind in the moment, not the thing you have all just though...
en
informative
15.34
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
36.029999
0.8969
92.589996
spk_en_001
lecture
american_english
HAnw168huqA
53
1,596.689941
1,612.030029
en_spk001_5b59ed35_0055
is twofold in this game. The opportunity is for you, the gift receiver to name a gift. That's kind of fun, that's an opportunity, it's not a threat. But the real opportunity is for the gift giver, because the gift giver then has to say, so you look and you say thank you for giving me a frog's leg, and the person will w...
en
informative
22.65
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
48.779999
0.7906
92.269997
spk_en_001
lecture
american_english
HAnw168huqA
55
1,637.060059
1,659.709961
en_spk001_5b59ed35_0056
Whenever you find the person who has received it is going to say, absolutely, I'm so glad you're happy. I got it for you because. So you have to respond to whatever they say, right? What a great opportunity. Now some of you are sitting there going, oh, that's hard, I don't want to do it, I'm gonna make a fool out of my...
en
emphatic
22.65
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
42.349998
0.8542
93.860001
spk_en_001
lecture
american_english
HAnw168huqA
56
1,659.709961
1,682.359985
en_spk001_5b59ed35_0057
played like this. You and your partner will exchange, each will exchange a gift. One will start, then the other will follow. The first person will give a gift to the second person. Second person opens the box, however big the box is, and if the box is big and you find a penny in it, perfect, doesn't matter. If the box ...
en
informative
22.65
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
35.169998
0.8781
94.449997
spk_en_001
lecture
american_english
HAnw168huqA
57
1,682.359985
1,705.01001
en_spk001_5b59ed35_0058
The person then, you will name it, you will say thank you for the whatever you saw in the box. The person who gave it to you will say, I'm so glad you're excited. I got it for you because. And you will give a reason that you got them whatever they decided you gave them. Makes sense? All right. So very quickly just in 5...
en
informative
24.559999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
49.139999
0.815
92.879997
spk_en_001
lecture
american_english
HAnw168huqA
58
1,707.449951
1,732.01001
en_spk001_5b59ed35_0059
Pick an A and pick a B. Okay? B goes first. Alright. B give A a gift. B give A a gift. A thank them and then B will name and give the reason they gave it to him.
en
informative
18.4
0.9
https://www.youtube.com/watch?v=HAnw168huqA
false
30.110001
0.7312
89.980003
spk_en_001
lecture
american_english
HAnw168huqA
59
1,748.569946
1,766.969971
en_spk001_5b59ed35_0061
Uh, wow! Nice. Nice. Uh, if you've got a Ferrari, you need a transmission. I like it. Who else found something that was surprising? What did you find? A live unicorn. That's a great gift, right? How was it as the gift giver? Were you surprised at what your partner found in the box? Isn't it interesting that when we giv...
en
informative
26.743
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
35.68
0.9013
95.029999
spk_en_001
lecture
american_english
HAnw168huqA
61
1,897.670044
1,924.412964
en_spk001_5b59ed35_0062
And when they say live unicorn, we go, well, that's interesting, right? So the point of this game is to one, remind ourselves we have to get out of our own way like we talked about before, but to see this as an opportunity and to have fun. I love watching people play this game. The number of smiles that I saw amongst y...
en
informative
26.743
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
37.740002
0.8833
94.580002
spk_en_001
lecture
american_english
HAnw168huqA
62
1,924.412964
1,951.156982
en_spk001_5b59ed35_0066
we jump ahead. We listen just enough to think we got it and then we go ahead starting our to think about what we're going to respond and then we respond. We really need to listen because fundamentally as a communicator your job is to be in service of your audience and if you don't understand what your audience is askin...
en
informative
26.743
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
49.290001
0.7554
91.379997
spk_en_001
lecture
american_english
HAnw168huqA
66
2,031.386963
2,058.129883
en_spk001_5b59ed35_0068
You're going to get with the same partner you just worked with, and you are going to have a very brief conversation about something fun that you plan to do today. I know this is the most fun you're going to have all day, but the next fun thing you're going to do today, you are going to tell your partner what you are go...
en
informative
20.219999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
36.130001
0.8802
94.5
spk_en_001
lecture
american_english
HAnw168huqA
68
2,078.429932
2,098.649902
en_spk001_5b59ed35_0069
Okay? The I you'll see the benefit of doing this. So, with the partner you just worked with, person A is going to go first this time. You are simply going to tell your partner, actually you're going to spell to your partner what it is. of fun, something of fun that you're going to do today. Okay? Do what you were reall...
en
informative
32.540001
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
42.57
0.7743
91.860001
spk_en_001
lecture
american_english
HAnw168huqA
69
2,108.810059
2,141.350098
en_spk001_5b59ed35_0071
Now how do we respond? That brings us to the fourth part of our process. And that is, we have to tell a story. We respond in a way that has a structure. All stories have structure. We have to respond in a structured way. The key to successful spontaneous speaking and by the way planned speaking is having a structure. I...
en
informative
23.6
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
45.439999
0.7396
90.989998
spk_en_001
lecture
american_english
HAnw168huqA
71
2,314.22998
2,337.830078
en_spk001_5b59ed35_0072
Two of the most prevalent and popular and useful structures you can use to communicate a message in a spontaneous situation. But before we get there, we have to talk about the value of structure. It increases what is called processing fluency, the effectiveness of which or through which we process information. We actua...
en
informative
23.6
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
45.860001
0.7718
91.800003
spk_en_001
lecture
american_english
HAnw168huqA
72
2,337.830078
2,361.429932
en_spk001_5b59ed35_0073
fully and efficiently than information that's not structured. I love looking out in this audience because you will remember as I remember phone numbers, when you had to remember them if you wanted to call somebody. Okay, young folks today don't need to remember phone numbers. They just need to look at a picture, push a...
en
informative
23.6
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
42.93
0.8075
92.690002
spk_en_001
lecture
american_english
HAnw168huqA
73
2,361.429932
2,385.030029
en_spk001_5b59ed35_0074
Do it. You chunked it into a structure, 3, 3, and 4. Structure helps us remember. The same is true when speaking spontaneously or in a planned situation. So let me introduce you to two useful structures. The first useful structure you have probably heard or used in some incarnation, it is the problem, solution, benefit...
en
informative
23.6
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
48.130001
0.7549
91.370003
spk_en_001
lecture
american_english
HAnw168huqA
74
2,385.030029
2,408.629883
en_spk001_5b59ed35_0075
You then talk about a way of solving it, and then you talk about the benefits of following through on it. Very persuasive, very effective, helps you as the speaker remember it, helps your audience know where you're going with it. When I was a tour guide on this campus, many, many, many years ago, what do you think the ...
en
informative
36.599998
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
47.66
0.8157
92.889999
spk_en_001
lecture
american_english
HAnw168huqA
75
2,410.25
2,446.850098
en_spk001_5b59ed35_0078
It can be reframed so it's not always a problem you're talking about. Maybe it's an opportunity. Maybe there's a market opportunity you want to go out and capture. It's not a problem that we're not doing it, but maybe we'd be better off if we did. So it becomes opportunity solution, which are the steps to achieve it an...
en
emphatic
15.38
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
36.66
0.8607
91.709999
spk_en_001
lecture
american_english
HAnw168huqA
78
2,486.01001
2,501.389893
en_spk001_5b59ed35_0079
Another structure, which works equally equally well, is the what, so what, now what structure. You start by talking about what it is. Then you talk about why it's important, and then what the next steps are.
en
informative
16.059999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
50.869999
0.6322
86.330002
spk_en_001
lecture
american_english
HAnw168huqA
79
2,502.949951
2,519.01001
en_spk001_5b59ed35_0080
This is a wonderful formula for answering questions, for introducing people. So if I'm in the moment somebody asks me to introduce somebody, I change the what to who. I say who they are, why they're important, and what we're going to do next. Maybe listen to them, maybe drink our wine, whatever, right? What, so what, n...
en
informative
30
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.66
0.7799
92
spk_en_001
lecture
american_english
HAnw168huqA
80
2,520.889893
2,550.889893
en_spk001_5b59ed35_0081
If you can become comfortable with these structures, you can be in a situation where you can respond very ably to spontaneous speaking situations. We're gonna practice, 'cause that's what we do. Here's the situation. Is everybody familiar with this child's toy? It's a slinky. Okay? You are going to sell this slinky to ...
en
informative
28.42
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
49.080002
0.7268
90.669998
spk_en_001
lecture
american_english
HAnw168huqA
81
2,553.810059
2,582.22998
en_spk001_5b59ed35_0082
Or you could use what so what now what. What is it? Why is it important? And the next steps might be to buy it, okay? So by using that structure, see how already it helps you. It helps you focus.
en
informative
10.8
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.77
0.8033
87.980003
spk_en_001
lecture
american_english
HAnw168huqA
82
2,583.969971
2,594.77002
en_spk001_5b59ed35_0083
Get with your partner, and we're only going to have one partner sell to the other partner, okay? So get with your partner, one of you will volunteer to sell to the other, okay? Sell a slinky using problem solution benefit or what so what now what. Please begin.
en
informative
16.52
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
49
0.7127
88.580002
spk_en_001
lecture
american_english
HAnw168huqA
83
2,596.469971
2,612.98999
en_spk001_5b59ed35_0084
the microphone. So, when I debrief this, you can go ahead and pass them out. Does that make sense? After after Q and A? No, no, after this activity. Okay, and then after that we'll do Q and A. Correct.
en
informative
10.08
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
25.27
0.7853
82.440002
spk_en_001
lecture
american_english
HAnw168huqA
84
2,633.570068
2,643.649902
en_spk001_5b59ed35_0085
I love it. I teach people to gesture and gesture big. It's great. I love it. So if you were the recipient of the the sales pitch, thumbs up. Did they do a good job? Did they use the structure? Awesome. I'm recruiting you all for my next business as my sales people. Please try to ignore this, but as we're speaking, the ...
en
informative
55.279999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
43.25
0.7941
85.5
spk_en_001
lecture
american_english
HAnw168huqA
85
2,730.290039
2,785.570068
en_spk001_5b59ed35_0086
The tools and the approaches to help us in spontaneous speaking situations. The very first thing we have to do is manage our anxiety, because you can't be an effective speaker if you don't have your anxiety under control. And we talked about how you can do that by greeting your anxiety, reframing as a conversation, and...
en
informative
49.700001
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
47.619999
0.7834
88.959999
spk_en_001
lecture
american_english
HAnw168huqA
86
2,794.389893
2,844.090088
en_spk001_5b59ed35_0087
Third, take the time to listen. Listen. And then finally, use structures, and you have to practice these structures. I practice these structures on my kids. I have two kids. When they ask me questions, I usually answer them in what, so what, now what. They don't know it. But when they go over to their friend's houses a...
en
informative
38.84
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.18
0.7532
91.330002
spk_en_001
lecture
american_english
HAnw168huqA
87
2,845.850098
2,884.689941
en_spk001_5b59ed35_0089
I think if you're on. Yes, yes. We can hear you. Great. Uh, can you talk about hostile situations? Hostile situations. Yes. So when you find yourself in a challenging situation, first, it should not become a surprise to you. It should not be a surprise. Before you ever speak, you should think about what is the environm...
en
informative
28.4
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
39.580002
0.8548
93.870003
spk_en_001
lecture
american_english
HAnw168huqA
89
2,931.189941
2,959.590088
en_spk001_5b59ed35_0090
So if somebody says, that's a ridiculous idea, why did you come up with that? To simply say, so, the idea I came up with was, right? Acknowledge the emotion, I recommend not naming the emotion. Right? So you sound really angry. Person says, I'm not angry, I'm frustrated. Now we're arguing over their mental state, right...
en
informative
28.4
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
42.48
0.8612
94.029999
spk_en_001
lecture
american_english
HAnw168huqA
90
2,959.590088
2,987.98999
en_spk001_5b59ed35_0091
respond the way that makes sense. So if somebody raises their hand and says, your product is ridiculously priced, why do you charge so much? I might say, I hear great concern, and what you're really asking about is the value of our product, and I would give my value proposition, and then I would come back and say, and ...
en
informative
28.4
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
46.459999
0.7935
92.339996
spk_en_001
lecture
american_english
HAnw168huqA
91
2,987.98999
3,016.389893
en_spk001_5b59ed35_0092
The way to do this is to practice all the skills we just talked about. The only skill that I'm adding to this is the awareness in advance that you might be in that situation. First, I have to truly listen to what I'm hearing, right? It's very easy for me when I hear a challenging question to get all defensive and not h...
en
informative
28.4
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
43.490002
0.7879
92.199997
spk_en_001
lecture
american_english
HAnw168huqA
92
3,016.389893
3,044.790039
en_spk001_5b59ed35_0093
So when you are speaking in a situation where not everybody is co-located, okay? In fact, right at this very moment, there are people watching this presentation remotely. What you need to do is be mindful of it. Second, try to include engagement techniques where the audience actually has to do something. So physical pa...
en
informative
23.847
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
41.150002
0.8112
92.779999
spk_en_001
lecture
american_english
HAnw168huqA
93
3,057.75
3,081.596924
en_spk001_5b59ed35_0097
where people are interrogating me. Uh, I have certain themes that I want to get across and make sure that I I can do that in a way that fits the needs in the moment. If it's hostile, again, you the the single best tool you have to buy yourself time and to help you answer a question efficiently is paraphrasing. The para...
en
informative
28.113001
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
35.07
0.8655
94.139999
spk_en_001
lecture
american_english
HAnw168huqA
97
3,167.542969
3,195.656982
en_spk001_5b59ed35_0099
Absolutely. Thank you. I think they actually there you might even have an opportunity to and it's on the sheet too. Everything I said is on the back of that sheet, but I'm happy to have this behind me while I while I talk. Other questions? Yes, please.
en
emphatic
13.14
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
28.440001
0.9009
90.029999
spk_en_001
lecture
american_english
HAnw168huqA
99
3,233.909912
3,247.050049
en_spk001_5b59ed35_0100
So in terms of from your perspective as the speaker, I believe this applies. But when you whenever you communicate, part of the listening aspect is also thinking about is who is my audience and what are their expectations. So what are the cultural expectations of the audience that I'm presenting to. So there might be c...
en
emphatic
28.056
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
36.470001
0.8466
93.660004
spk_en_001
lecture
american_english
HAnw168huqA
100
3,260.949951
3,289.006104
en_spk001_5b59ed35_0101
present in the Ignite program, and if you have not heard about the Ignite program here at the GSB, it's fantastic. And I just did a presentation standing in one of these awesome classrooms that have all these cameras, and I just taught 35 people in Santiago, Chile. Right? And I needed to understand the cultural expecta...
en
energetic
28.056
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
37.91
0.8281
93.199997
spk_en_001
lecture
american_english
HAnw168huqA
101
3,289.006104
3,317.062012
en_spk001_5b59ed35_0102
What are the expectations of the audience? I think we have time for two more questions and then I'm going to hang around afterwards if anybody has individual questions, but some of these folks really want me to keep on schedule. Yes, please. I wanted to ask a question. One of the things that you've done effectively in ...
en
informative
28.056
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
32.200001
0.8787
94.470001
spk_en_001
lecture
american_english
HAnw168huqA
102
3,317.062012
3,345.11792
en_spk001_5b59ed35_0103
So, humor is wonderfully connecting. It's wonderfully connecting. It's a great tool for connection. It is very, very risky. Cultural reasons get in the way. Sometimes what you think is funny isn't funny to other people. What research tells us is that if you're going to try to be funny, self-deprecating humor is your be...
en
informative
28.056
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
44.09
0.7511
91.279999
spk_en_001
lecture
american_english
HAnw168huqA
103
3,345.11792
3,373.174072
en_spk001_5b59ed35_0104
It actually sets you back farther than if you would have gotten where you would have gotten if the joke would have hit. So, basic fundamentals you need to think about with humor. One, is it funny? How do I know I ask other people first? Second, what happens if it doesn't work? Have a backup plan, right? And then third,...
en
informative
28.056
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
44.029999
0.7739
91.849998
spk_en_001
lecture
american_english
HAnw168huqA
104
3,373.174072
3,401.22998
en_spk001_5b59ed35_0105
Well, so let me give you two answers. One is I I have young boys and uh the power of the why is great. Just ask why a couple times and and you can get through that first two layers of training. You know, why do you say that? How do you feel about that? Uh, the the second bit is to what I have found successful in gettin...
en
informative
53.639999
0.9
https://www.youtube.com/watch?v=HAnw168huqA
true
36.48
0.8445
87.849998
spk_en_001
lecture
american_english
HAnw168huqA
105
3,427.209961
3,480.850098
en_spk002_c874b63c_0000
how do you decide if it's like or how do you advise people to decide if if it's if the best way is to go do this at some other company or do it themselves? Like it's easy in the photo sharing example, but in the real world, most of the time it's a little bit more here. So what's the framework you think through about?
en
informative
14.7
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
34.880001
0.9128
92.669998
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
0
829.530029
844.22998
en_spk002_c874b63c_0002
Valley. What happens there that's different than everywhere else? Why can't we do this where I'm from? And I think it's an instructive question, uh, even for people living here because you want to find, uh, what this is and surround yourself with the most concentrated version of it. The thing that I think is most impor...
en
informative
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
48.779999
0.8822
94.550003
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
2
1,253.154053
1,280.656982
en_spk002_c874b63c_0003
and say every idea is stupid. So if you have someone that's like, I'm going to start an electric car company, and they don't know much about batteries, even less about cars, it'd be very easy to write that off. Um, and yesterday Tesla passed Ford in market cap. And so people have learned that, uh, these wild ideas abou...
en
informative
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
52.029999
0.8633
94.080002
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
3
1,280.656982
1,308.161011
en_spk002_c874b63c_0004
contexts. People will just mock you, um, behind your back, to your face, whatever it is. Um, you really want to find the small number of people in your life that will, uh, support your ambitions, not belittle your ambitions. And this is hard to find. This is not, this is not the default state. We, we don't realize how ...
en
informative
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
50.16
0.8684
94.209999
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
4
1,308.161011
1,335.665039
en_spk002_c874b63c_0005
for what it is when if a person gets too tall, too ambitious, thinking too big, you cut them down. Um, there's not even really a word, a phrase like that in America, but there is one in most other cultures. There's also a very high density of people working on startups here, and there's a culture of paying it forward. ...
en
informative
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
50.759998
0.8778
94.449997
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
5
1,335.665039
1,363.167969
en_spk002_c874b63c_0007
Uh, start, uh, we have funded at Y Combinator. It was an idea first and a startup second. Uh, it was not a bunch of pivots. The, the, the very few pivots that were successful were when the founders discovered along the way that there was some other idea they were more passionate about than their first one. Uh, or they ...
en
informative
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
50.389999
0.8815
94.540001
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
7
1,390.671997
1,418.175049
en_spk002_c874b63c_0008
derivatives. They are not a copy of something else that was working pretty well. Most people try to start a copy of whatever worked last year. I don't know how many people started a Facebook clone in the year after Facebook. Had to be a lot. A lot. Uh, and none of those went on to really matter. Um, the next Facebook n...
en
emphatic
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
38.810001
0.9033
95.080002
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
8
1,418.175049
1,445.678955
en_spk002_c874b63c_0009
be on the forefront of technology. You can predict the great wave before it happens. And this idea of the great wave, uh, I think this is the most important concept to find good ideas out there. People wonder why startups cluster in small periods of time. Um, why were there a bunch of startups that were companies that ...
en
informative
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
47.189999
0.8895
94.739998
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
9
1,445.678955
1,473.182983
en_spk002_c874b63c_0010
And the reason is that there are these great waves, um, the internet and mobile in those two cases, smartphones, that all of a sudden new things are possible that were never possible before. Um, and when that happens because startups can move so quickly, uh, you can do things that, uh, that otherwise would never happen...
en
emphatic
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
54.959999
0.8218
93.040001
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
10
1,473.182983
1,500.686035
en_spk002_c874b63c_0011
is that it will be machine learning and just applied to every vertical. I think that's the easiest layup right now if I were going to start a company, but you all probably know what that is much better than I do. Whatever your peers are doing, whatever your peers are excited about, even if it looks like a toy today, es...
en
informative
27.504
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
43.799999
0.9164
95.410004
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
11
1,500.686035
1,528.189941
en_spk002_c874b63c_0012
It's also easier to start a hard company than an easy company. Most people, especially young people, want to pick something that doesn't sound too ambitious, doesn't sound too hard, because they're like, well, starting a company sounds, starting a company sounds really hard. I better pick the easiest possible company. ...
en
emphatic
48.34
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
43.970001
0.9168
93.190002
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
12
1,530.01001
1,578.349976
en_spk002_c874b63c_0013
As Dustin mentioned, in answering a question, co-founders are really good, but a bad co-founder is way worse than no co-founder. Because so many people say you need a co-founder, there are a lot of people that will pull some random person off the street and make her their co-founder. This is really bad. In fact, we did...
en
informative
25.937
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
45.790001
0.9035
95.089996
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
13
1,580.22998
1,606.166992
en_spk002_c874b63c_0014
Right, 100%. Um, you really need a shared history. You want someone that you know is good, you know you can work with, and that you have an obligation to. There are many times in the course of a startup where the expected value dips below the X-axis. Um, just temporarily, and it's not rational to keep going. And if you...
en
informative
25.937
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
52.200001
0.8565
93.910004
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
14
1,606.166992
1,632.103027
en_spk002_c874b63c_0015
You want to select determination. Determination is the most important value in a co-founder I've ever been able to identify, and it's not the thing people look for the most. Startups really, really hard, determine people are the ones that make it work. Startups are about not giving up. When we talk to our best founders...
en
emphatic
25.937
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
57.080002
0.8295
93.239998
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
15
1,632.103027
1,658.040039
en_spk002_c874b63c_0016
And these are the traits that it actually works. It's not that picture that Dustin showed from the movie of like a beautiful mind style writing equations on the window. Um, it's just dogged persistence and you keep going and eventually it works and that comes, it's co-founders that need to have that. So, uh, when I thi...
en
informative
25.937
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
42.73
0.9275
95.690002
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
16
1,658.040039
1,683.977051
en_spk002_c874b63c_0017
JavaScript and X and Y. Um, and really like you want to find someone that that matches your values, especially this value of determination. You want someone that just has a lot of potential and aptitude. And then and then finally you can think about specific skills. And finally you want someone that is humble and not e...
en
informative
25.937
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
44.610001
0.9151
95.379997
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
17
1,683.977051
1,709.912964
en_spk002_c874b63c_0018
my answer to that question is that there are more people than ever before that want to get into startups for the wrong reasons. that want to do it because it's the cool thing to do. These are the people that would have gone into investment banking in 2004. and you want people that are humble, that are not entitled, tha...
en
informative
25.937
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
46.18
0.9043
95.110001
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
18
1,709.912964
1,735.849976
en_spk002_c874b63c_0019
We have 5 lectures in this course devoted to the product, um, because a great product is the single most important thing that you do. Um, the one thing I want to mention for now, as you're thinking about the product you build, is that it is more important to have a small number of users that love you than a lot of user...
en
informative
24.236
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
50.529999
0.8745
94.360001
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
19
1,738.329956
1,762.56604
en_spk002_c874b63c_0020
love your product. That's almost impossible to do. In practice, you have two choices. You can go deep and narrow. You can have a small number of users that really love you, and then you can find out how to find more and more of those users and broaden the appeal of the product. Or you can have a lot of people that kind...
en
informative
24.236
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
54.169998
0.8373
93.43
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
20
1,762.56604
1,786.802002
en_spk002_c874b63c_0021
With high confidence, I can say, you want to start with a small number of users that really love you. almost all great companies have products that start this way. Think about the ones in your own life. The products that are so good that you spontaneously tell your friends about them. The products that are so good that...
en
informative
24.236
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
46.919998
0.9017
95.040001
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
21
1,786.802002
1,811.037964
en_spk002_c874b63c_0022
and frequency of use. So if you have, uh, and in fact, I think this is so important that you actually shouldn't track absolute growth in number of users in the early days of a startup. You should just track how often they're using it. Um, and we'll have a session on metrics later, but you really want to like get good a...
en
informative
24.236
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
55.150002
0.8497
93.739998
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
22
1,811.037964
1,835.274048
en_spk002_c874b63c_0023
other products in my space. Um, and that that's a good early indicator of users that love you. Um, better still is them spontaneously telling their friends to buy your product. But but the important point here is this. Nothing but a great product will save you. We're going to talk about a lot of other things in this co...
en
informative
24.236
0.9
https://www.youtube.com/watch?v=ZoqgAy3h4OM
true
58.169998
0.8076
92.690002
spk_en_002
lecture
indian_english
ZoqgAy3h4OM
23
1,835.274048
1,859.51001
End of preview. Expand in Data Studio

Sarvam Indian TTS Dataset

A curated Text-to-Speech dataset containing Indian English and Hindi single-speaker audio segments, built as part of the Sarvam AI hiring assignment.

Dataset Summary

Property Value
Total duration 78.8 minutes
English (en-IN) 57.5 minutes
Hindi (hi-IN) 21.3 minutes
Total segments 175
Human reviewed 99.4%
Mean quality score 92.1/100
Mean SNR 49.0 dB
Mean ASR confidence 0.900

Dataset Card

Data Collection

Audio sourced from YouTube educational and motivational content featuring single speakers with minimal background noise. All audio was processed through:

  1. Speaker Diarization (Sarvam API) β€” isolate dominant speaker
  2. Segmentation β€” 15–60 second clips, no overlap
  3. Quality Filtering β€” SNR β‰₯ 15 dB, speech ratio β‰₯ 65%
  4. ASR Transcription (Sarvam saarika:v2) β€” with word timestamps
  5. Emotion Tagging (Sarvam LLM) β€” style/prosody labels
  6. Human Review β€” transcript correction and quality verification

Audio Format

  • Format: WAV (PCM 16-bit)
  • Sample rate: 16,000 Hz
  • Channels: Mono

Schema

id              β€” unique segment identifier
audio           β€” WAV audio file (HF Audio feature)
transcript      β€” verbatim speech transcript
language        β€” en (Indian English) | hi (Hindi)
emotion         β€” style label (see taxonomy below)
duration        β€” segment length in seconds
confidence      β€” ASR confidence score [0, 1]
source_url      β€” original YouTube URL
human_reviewed  β€” whether a human verified this segment

Emotion Taxonomy

  • informative: 158
  • emphatic: 16
  • energetic: 1

Source Videos

Language Description Accent
English Stanford GSB lecture (Matt Abrahams) American English
English Indian tech talk Indian English
Hindi Hindi motivational speech Standard Hindi
Hindi Hindi motivational speech Standard Hindi

Note on English accent: The primary English source (Stanford lecture) features an American English speaker. This is documented transparently in the accent metadata field. The Sarvam en-IN ASR model was used for transcription regardless.

Pipeline

Full reproducible pipeline available at: https://github.com/[username]/sarvam-tts-dataset

scripts/
  00_setup_env.py         # environment validation
  01_download_audio.py    # yt-dlp download
  02_convert_audio.py     # ffmpeg β†’ 16kHz mono WAV
  03_diarization.py       # Sarvam speaker diarization
  04_segment_audio.py     # 15–60s segmentation
  05_asr_transcription.py # Sarvam saarika:v2 ASR
  06_emotion_tagging.py   # Sarvam LLM emotion labels
  07_quality_scoring.py   # composite quality score
  08_human_review.py      # interactive CLI review
  09_build_metadata.py    # final CSV/JSONL assembly
  10_dataset_statistics.py # stats + visualisations
  11_upload_huggingface.py # HF Hub upload

Licensing

  • Dataset: CC BY 4.0
  • Source videos used under YouTube's fair use provisions for research/education
  • Transcripts are derived works; see individual source URLs for original content

Citation

@dataset{sarvam_tts_dataset_2025,
  title={Sarvam Indian TTS Dataset},
  year={2025},
  url={https://huggingface.co/Avishii0309/sarvam-tts-dataset},
  note={Indian English and Hindi single-speaker TTS dataset}
}
Downloads last month
29