SpeakerLM - Demo

Demos of SpeakerLM

We present demos of SpeakerLM under different conditions here, different speakers are labeled with different colors. For registered speakers, the associated names are randomly generated and serve purely as identifiers without any actual semantic or personal relevance.

Performance without Speaker Registration (No-Regist)

Alimeeting-Test, 2 speakers, cpCER=0.53

alimeeting_test_633.wav

Ground Truth:

spk_0: 那有些不是你的客户，你被没办法。你不可能哦，你想什么的都都是。对吧，所有的女性都买我们家的，我们只能抓住属于我们的客户。她可以去比啊。我们要知道我们的优势在哪里，先把我们的优势罗列出来，而不是说看别家有多好。(Some of them are not your customers, and you can't do anything about them. You can’t oh, want everything. Right? All women buy our products, we can only grab our customers. She can compare. We need to know where our advantages are, and list them first, instead of looking at how good other companies are.)

spk_1:嗯。(Um.)

spk_0: 所以说一定要分清楚我们的优势在哪里。我们的产品优势。(So we must clearly understand where our advantages lie. Our product advantages.)

spk_1: 产品优势。(Product advantages.)

spk_0: 对。产品优势是一个很关键的点。不管是说对我们这个企业，还是对我们家庭的员工，也还是说对。后期的我们的客户。我们的产品优势才是最大的。(Yes. Product advantage is a key point. Whether it is for our company, our family employees, or yes. Our customers in the future. Our product advantage is the greatest.)

spk_1: 那今天的这个。(So this one for today.)

SpeakerLM:

spk_0: 那有些不是你的客户，你被没办法，你不可能，哦，你想什么的都是。对吧？所有的女性都买我们家的，我们只能抓住属于我们的客户。她可以去比啊。我们要知道我们的优势在哪里，先把我们的优势罗列出来，而不是说看别家有多好。(Some of them are not your customers, and you can't do anything about it, you can’t, oh, want everything. Right? All women buy our products, we can only grab our customers. She can compare. We need to know where our advantages are, and list them first, instead of looking at how good other companies are.)

spk_1: 嗯。 (Um.)

spk_0: 所以说一定要分清楚我们的优势在哪里。我们的产品优势。(So we must clearly understand where our advantages lie. Our product advantages.)

spk_1: 产品优势。 (Product advantages.)

spk_1: 那今天的这个。 (So this one for today.)

Alimeeting-Test, 4 speakers, cpCER=6.29

alimeeting_test_24.wav

Ground Truth:

spk_0: 嗯，她，呃，她这个从，从业了多少年呀？(Um, she, uh, how many years has she been in this industry?)

spk_1: 嗯，十五年了，他已经。(Well, fifteen years, he already has.)

spk_0: 哦，哦，十五年啊？嗯，那也挺不错的。嗯。就是基金经理这方面，我觉得，我们是请几个好呢？(Oh, oh, fifteen years? Well, that's pretty good. Well. As for fund managers, I think, how many should we hire?)

spk_2: 我觉得一般在三四个左右就行，因为如果每个人都要上来，讲话的话时间可能会比较久。主题可能会偏一点，所以说三个到四个就比较好呢。(I think three or four are usually enough, because if everyone has to speak, it might take a long time. The topic might be off-topic, so three to four is better.)

spk_3: 嗯。这个比较赞同。(Yeah. Agree with this.)

spk_0: 嗯。三个。(Yeah. Three.)

spk_1: 嗯。(Um.)

spk_0: 对，我们是下周日嘛，也要，嗯，提前和这些基金经理，他们那些助理，能看，是否能沟通清楚？(Yes, it’s next Sunday, so we also need to, um, check with the fund managers, and their assistants in advance, to see, if we can communicate clearly?)

SpeakerLM:

spk_0: 嗯他呃，他这个从从业了多少年啊？(Um he uh, how many years has he been in this industry?)

spk_1: 嗯十五年了，他已经。(Well, fifteen years, he already.)

spk_0: 哦哦十五年了，嗯那也挺不错的。嗯。就是基金经理的方面，我觉得我们是请几个好呢？(Oh oh fifteen years, well that's pretty good. Well. As for fund managers, I think how many should we hire?)

spk_2: 我觉得一般在三四个左右就行，因为如果每个人都要上来讲话的话，时间可能会比较久，主题可能会偏一点，所以说三个到四个就比较好。(I think three or four are usually enough, because if everyone has to speak, it may take a long time, and the topic might be off-topic, so three to four is better.)

spk_3: 嗯。这个比较赞同。(Yeah. Agree with this.)

spk_0: 嗯行。对对我们是下周日嘛，也要嗯提前和这些基金经理他们那些助理，能看是否能沟通清楚。(Um well. Yes yes, it's next Sunday, so um we also need to check with the fund managers and their assistants in advance, to see if we can communicate clearly.)

spk_3: 嗯。(Um.)

AISHELL4-Test, 5 speakers, cpCER=24.64

aishell4_test_998.wav

Ground Truth:

spk_0: 对，咱们把这个话关心的话，替业主操心这个话咱们说到前面 (Yes, this matter of caring, the matter of worrying for the owner, we bring this up to the front.)

spk_1: 我们都说到嗯 (We all talked about it um.)

spk_0: 是吧，咱们第二方面就是说加强咱们这方面的一个管理，一个监督，然后真出问题以后你你你这个咱们解决起来也嗯也也 (Right, our second aspect is to strengthen our management in this area, a kind of supervision, and then if something really goes wrong, you, you, you—this—we handle it also, um, also, also...)

spk_2: 对 (yes.)

spk_0: 也方便 (Also convenient.)

spk_3: 说到头里啦是吧 (Said it right at the beginning, yeah)

spk_1: 对说到头里了 (Yeah, we've said it all up front.)

spk_4: 他们这呃这块儿啊你们咱们刚才讨论的都是咱自身的问题，对吧对都是自身的一些这个处理方案主要还是在于这个业主咱们哎呀我看要进行一下多宣传，这个冬天啦注意这个防盗啊业主们就嗯回家以后晚上就是关好窗户是吧，锁好门儿，把贵重物品尽量嗯 (They, uh, this part—yeah, what you all just discussed was all about our own issues, right? Yeah, it’s all some of our own handling plans. But mainly, it’s really about the owners. We, ah, I think we need to do more publicity—like, this winter, pay attention to theft prevention. The owners, um, when they get home at night, should close the windows properly, right? Lock the doors, and keep valuables, um, as safe as possible...)

spk_2: 是是 (yes yes.)

spk_0: 对 (yes.)

spk_2: 对对 (yes yes.)

SpeakerLM:

spk_0: 就咱们把这个话关心的话及业主操心的话咱们说到前面是吧？咱们第二方面就是说加强咱们这方面的一个管理一个监督，然后真出问题以后 (So, we bring this kind of caring words, the words showing concern for the owners, right up front, right? And our second point is to strengthen our management and supervision in this area, and then if something really goes wrong...)

spk_1: 嗯 (Um.)

spk_0: 你你你这个咱们解决起来也也也 (You, you, you—this, for us to resolve, also, also, also...)

spk_2: 对 (Yes.)

spk_0: 也方便 (Also convenient.)

spk_3: 嗯一般咱们收到好处了是吧 (Mm, generally when we’ve received benefits, right?)

spk_2: 对受到好处了 (Right, received the benefit.)

spk_4: 这个嗯这个咱们刚才讨论的都是咱自身的问题对吧？都是自身的一些这个处理方案，主要的还是在于这个业主咱们 (This, um, what we just discussed is all about our own problems, right? All some of our own handling plans, but mainly it’s still about the owners, us.)

spk_2: 对 (Yes.)

spk_4: 嗯我看要进行一些多宣传这个冬天啦这个注意这个防盗啊是吧？业主们就呃回家以后马上就关好窗户是吧？关好门儿啊把贵重物品尽量啊 (Um, I think we need to do more publicity, this winter, yeah, pay attention to theft prevention, right? The owners, uh, when they get home, should immediately close the windows properly, right? Close the doors, and keep valuables as much as possible...)

spk_2: 是是 (Yes yes.)

spk_0: 对 (Yes.)

spk_1: 嗯嗯对对

AISHELL5-Eval2, 2 speakers, cpCER=16.95

aishell5_eval2_165.wav

Ground Truth:

spk_0: 后边儿还还后边儿还有一个模式，就是说打斗两个龙不是打是不是，然后有一方输的那一方，那输的那一方是不是，会就说耐耐久精力都会掉。然后到时候需要给它买龙魂，给它买龙晶，然后给它补状态。(Behind there is also another mode, that is to say, two dragons fight or not fight, then one side loses, that losing side, right, will have their endurance and stamina decrease. Then later need to buy dragon souls for it, buy dragon crystals for it, then replenish its status.)

spk_1: 哦，你花钱买，然后打赢了。(Oh, you spend money to buy, then win the fight.)

spk_0: 对或或或者是或者是靠自己或者是靠自己那个魂龙，还有那个宠物自己产龙晶龙魂给自己补。(Either or or or or rely on oneself or rely on one's own soul dragon, and that pet produces dragon crystals and dragon souls by itself to replenish oneself.)

spk_1: 打赢了给啥呀。(If you win the fight, what will be given?)

spk_0: 打赢了应该就是说会给你什么好东西吧应该。(Winning the fight should mean giving you some good stuff, right, probably.)

spk_1: 给钱儿啊。(Give money, huh.)

spk_0: 给嘞肯定不多，不可能给钱，可能就给一些碎片儿，给一些东西啥之类嘞。(Giving definitely not much, impossible to give money, maybe just give some fragments, give some stuff or something like that.)

spk_1: 不给钱儿你还得花钱儿再补补血。(Not giving money, you still have to spend money to heal.)

spk_0: 但它给那个东西可以就是说，有好几肯定高于几，肯定高于钱啊能往外卖呀。(But the thing it gives can be said, some are definitely higher than a few, definitely higher than money, can be sold outside, huh.)

spk_1: 能卖。(Can sell.)

SpeakerLM:

spk_0: 后边还后面还有一个模式就是说打斗两个龙不是打，然后有一方输掉那一方那输掉那一方是不是会，就是耐久精力都会掉 (Later on, there's also another mode, that is to say, two dragons fight, right, then one side loses, that losing side, right, will, like, have durability and stamina both decrease.)

spk_1: 嗯 (Um)

spk_0: 然后到时候需要给他买龙魂给她买龙精，然后给他补状态 (Then at that time need to buy dragon soul for it, buy dragon crystal for it, then restore its status.)

spk_1: 哦，花钱买然后打赢了 (Oh, spend money to buy, then win the fight.)

spk_0: 对或或者是或者是靠自己或者靠自己那个普通龙还有那个宠物自己产龙魂龙精给自己补 (Either, or, or rely on yourself, or rely on your own normal dragon, and that pet, to produce dragon souls and dragon crystals by itself to recover for you.)

spk_1: 打赢了给啥呀 (If you win the fight, what will be given?)

spk_0: 打赢了应该就是说会给你什么好东西吧，应该 (Winning the fight probably means it will give you some good stuff, probably.)

spk_1: 给钱啊 (Give money, huh.)

spk_0: 东西肯定不多，不可能给钱儿可能就给一些碎片给一些东西啊之类的 (The stuff definitely won’t be much, it’s impossible to give money, maybe just give some fragments, give some items or something like that.)

spk_1: 不给钱啊你还得花钱儿带滋血 (Not giving money, huh, and you still have to spend money to restore health.)

spk_0: 当然给那东西可以就是说有好几，肯定高于境，肯定高于钱啊能往外卖呀 (Of course, the thing it gives, you could say there are several, definitely higher than rank, definitely higher than money, and you can sell them outside, huh.)

Performance with Speaker Registration

Alimeeting-Test, 3 speakers

alimeeting_test_33.wav

Ground Truth:

沙弘彦 (Hongyan Sha): 然后。懂得也要多一点，他可以带。就是可以。具体推向大客户和忠实客户。引大客户可以引领忠实客户。对一些产品我觉得。(Then. Should also know a bit more, he can lead. Just can. Specifically push toward key clients and loyal customers. Bringing in key clients can guide loyal customers. For some products, I think.)

季珊 (Shan Ji): 嗯，对，确实因为。嗯。呃，一定程度上，就是让大客户可以带动，嗯，忠实客户的一些投资呀。Mm, yes, indeed because. Mm. Uh, to some extent, it is to let major clients drive, mm, some investments from loyal customers.)

沙弘彦 (Hongyan Sha): 嗯。(Mm.)

季珊 (Shan Ji): 呃，那就是，嗯，我们现在的服务基础，嗯，大家觉得是怎么样的？(Uh, so, mm, our current service foundation, mm, what does everyone think about it?)

晏娇 (Jiao Yan): 服务这，服务这一块我觉得还是没什么问题了。嗯。(Service this, in terms of service I think there’s no problem anymore. Mm.)

季珊 (Shan Ji): 呃，服务就是，我们现在要对，呃。我们的基础，所所改善吗？(Uh, service is, are we now going to, uh, improve our foundation?)

SpeakerLM (Match-Regist) (cpCER=5.33):

沙弘彦 (Hongyan Sha): 然后。懂得也要多一点，他可以带。就是可以。具体推向大客户和忠实客户。嗯，大客户可以引领忠实客户。对一些产品我觉得。(Then. Should also know a bit more, he can lead. Just can. Specifically push toward major clients and loyal customers. Mm, major clients can guide loyal customers. For some products, I think.)

季珊 (Shan Ji): 嗯，对确实因为。呃，一定程度上就是让大客户可以带动，嗯，忠实客户的一些投资呀。(Mm, yes, indeed because. Uh, to some extent, it’s about letting major clients drive, mm, some investments from loyal customers.)

沙弘彦 (Hongyan Sha): 嗯。(Mm.)

季珊 (Shan Ji): 呃，那就是，嗯，我们现在的。服务基础。嗯，大家觉得是怎么样呢？(Uh, so, mm, our current service foundation. Mm, what does everyone think about it?)

晏娇 (Jiao Yan): 服务这一，服务这一块儿我觉得还没什么问题了。嗯。(Regarding the service part, I think there’s no problem yet. Mm.)

季珊 (Shan Ji): 服务就是我们现在要对，呃，我们的基础，所所改善嘛。(Service is that we now need to, uh, improve our foundation.)

SpeakerLM (Over-Regist) (cpCER=6.00):

沙弘彦 (Hongyan Sha): 嗯。(Mm.)

季珊 (Shan Ji): 呃，那就是，嗯，我们现在的。服务基础。嗯，大家觉得是怎么样呢？(Uh, so, mm, our current service foundation. Mm, what does everyone think about it?)

晏娇 (Jiao Yan): 服务这一，服务这一块儿我觉得还没什么问题了。(Regarding the service part, I think there’s no problem yet.)

季珊 (Shan Ji): 服务就是我们现在要对，呃，我们的基础，所所改善嘛。(Service is that we now need to, uh, improve our foundation.)

AISHELL4-Test, 4 speakers

aishell4_test_152.wav

Ground Truth:

王瑜 (Yu Wang): 嗯别的就是说培训这一块儿的话到时候是几天是吧，因为到时候的话嗯员工这一块儿，(Mm, as for other things, regarding the training part, it will be how many days, right? Because at that time, um, the employees part...)

鄂古 (Gu E): 对这个时间问题，嗯，(Regarding this time issue, mm,)

王瑜 (Yu Wang): 得，也得合理安排 (Must, also must be reasonably arranged)

鄂古 (Gu E): 人员我们会合理安排时，上班儿时间有培训的，有上班儿还有休息的，嗯这块儿，(For personnel, we will reasonably arrange; during working hours there will be training, some working and some resting, mm this part,)

寿成 (Cheng Shou): 这个的话，嗯咱分两批 (For this, mm, we split into two batches)

鄂古 (Gu E): 嗯 (Mm)

寿成(Cheng Shou): 嗯就是因为咱是有的是倒休 (Mm, it’s because some of us have shift days off)

王瑜 (Yu Wang): 嗯嗯 (Mm Mm)

寿成(Cheng Shou): 就是先培训一部分 (That is, first train a part)

王瑜 (Yu Wang): 嗯 (Mm)

寿成(Cheng Shou): 嗯以两天为主。(Mm, mainly two days.)

鄂古 (Gu E): 嗯 (Mm)

寿成(Cheng Shou): 就你们下边儿就各个定时间，(You all below just each set the time,)

鄂古 (Gu E): 嗯 (Mm)

寿成(Cheng Shou): 你们把时间报给我我来统计 (You report the time to me, and I will compile it.)

鄂古 (Gu E): 嗯好的 (Mm well)

寿成(Cheng Shou): 嗯别的应该就是没有什么大问题了 (Mm, besides that, there shouldn’t be any major issues.)

韶辉殷 (Huiyin Shao): 嗯，这儿没有问题了 (Mm, there are no issues here.)

寿成(Cheng Shou): 呃，那 (Uh, so)

鄂古 (Gu E): 我们这儿没问题了 (We have no issues here.)

寿成(Cheng Shou): 下边儿的回呃，回去了你各个把下边儿的员工们进行一些呃传达一下 (After returning, please each communicate some information to the employees below.)

SpeakerLM (Match-Regist) (cpCER=13.62):

王瑜 (Yu Wang): 别的就是说培训那一块儿的话到时候是几天是吧因为到时候的话嗯员工这一块儿 (As for other things, regarding the training part, it’s about how many days, right? Because by that time, um, the employee part...)

鄂古 (Gu E): 对这个时间问题嗯合理安排时上班儿时间有培训的上班儿还有休息的 (Regarding this timing issue, mm, we need to arrange reasonably — there will be training during working hours, work, and also rest periods.)

王瑜 (Yu Wang): 嗯嗯 (Mm Mm)

寿成(Cheng Shou): 嗯这个话嗯咱是分两批呃就是因为咱是有的是倒休就是先培训一部分呃以两天为主 (Mm, for this, we’ll divide into two groups, uh, because some of us are on rotating shifts, so we’ll first train part of the team, uh, mainly over two days.)

鄂古 (Gu E): 嗯嗯嗯嗯 (Mm Mm Mm Mm)

寿成(Cheng Shou): 就你们下边儿就各个定时间你们把时间报给我来统计嗯 (Each of you decide the schedule for your team members, and then report the times to me so I can compile them. Mm.)

鄂古 (Gu E): 嗯好 (Mm Well)

寿成(Cheng Shou): 别的应该就是没有什么大问题了，嗯那下边儿啦回嗯回去了你各个把下边儿的员工们进行一些呃传达一下 (There shouldn't be any major issues with the rest. Mm, so once you're back, each of you please pass the message to your team members.)

韶辉殷 (Huiyin Shao): 嗯这儿没有问题了 (Mm there are no issues here.)

鄂古 (Gu E): 我们这儿没问题了 (We have no issues here.)

SpeakerLM (Over-Regist) (cpCER=15.49):

王瑜 (Yu Wang): 因为到时候的话 (Because at that time)

寿成(Cheng Shou): 嗯嗯这个话嗯咱是分两批呃就是因为咱是有的是倒休就是先培训一部分呃以两天为主就你们下边儿就各个定时间你们把时间报给我来统计 (Mm mm, for this, we’ll split into two groups, uh, because some of us are on rotating shifts. So we’ll first train part of the team, mainly for two days. Each of you can schedule for your own team, and then report the time to me for consolidation.)

鄂古 (Gu E): 嗯嗯嗯嗯好 (Mm Mm Mm Mm Well)

寿成(Cheng Shou): 嗯别的应该就是没有什么大问题了嗯那下边儿啦回嗯回去了你各个把下边儿的员工们进行一些呃传达一下 (Mm, there shouldn’t be any major problems with the rest. Mm, so when you’re back, each of you pass the information on to the employees under you.)

韶辉殷 (Huiyin Shao): 嗯这儿没有问题了 (Mm there are no issues here.)

鄂古 (Gu E): 我们这儿没问题了 (We have no issues here.)

AISHELL5-Eval2, 2speakers

aishell5_eval2_63.wav

Ground Truth:

詹曼 (Man Zhan): 五十个，然后话就是分分好几个班，然后就有什么精英班，普通班，精英班然后就是。(Fifty, and then we’ll divide them into several classes, like elite class, regular class, elite class again, and so on.)

班敏宇 (Minyu Ban): 哦。(Oh.)

詹曼 (Man Zhan): 小小升初考得好就去精英班，或者是你初一的时候。考的考的考的好的话就去那个什么就去精英班，因为你要是初二初二的话，初二再去精英班的话就。就有点儿啥就有点儿那个，我听惯我听我就普通班的话，我听惯这个普通班老师讲那个什么讲课方式了，我再去精英班就不适应了，得有一个适应适应阶段，得有适应阶段，适应阶段的话就是。(If you do well on the small exam for entering middle school, you go to the elite class; or if you do well in the first year of middle school, you go to the elite class. Because if you go to the elite class in the second year, it’s kind of... well, I’m used to the regular class teachers and their teaching style, so switching to the elite class then would be hard to adapt to. There needs to be an adaptation phase, an adaptation phase is necessary, and that phase would be...)

班敏宇: 嗯。对对对。(Mm. Yeah yeah yeah.)

詹曼 (Man Zhan): 适应阶段的话就是那个什么，就是那个就比较呃，费时间就孩子就是学习。(The adaptation phase is, um, well, it takes quite some time, and the kids just focus on learning.)

班敏宇 (Minyu Ban): 猛一下，他要是说是学习刚进入状态，然后了又又进入另外一个环境，他就突然就变啦。(Suddenly, if he just gets into the learning rhythm and then enters another environment, he suddenly changes.)

SpeakerLM (Match-Regist) (cpCER=17.28):

詹曼 (Man Zhan): 就是可能就是分好几个班然后就有什么精英班普通班，精英班然后就是小小升初考的好就去精英班或者是你初一的时候。考的考考的好的话就去那个然后就去精英班因为你要是初二初二的话，初二再去精英班的话就就有点儿啥就有点儿那个，我听惯了我听我听普通班的话，我听惯这个普通班老师讲那个什么讲课方式了，我再去精英班就不适应了。得有个适应适应阶段，也有个适应阶段，适应阶段的话就是那什么就是那种就是比较呃费时间，就是就是学习。(There might be several classes divided, such as elite class, regular class, elite class. If you do well on the small entrance exam, you go to the elite class, or if you do well in grade one, you go to the elite class. But if you go to the elite class in grade two, it’s kind of... well, I’m used to the regular class teachers and their teaching style, so switching to the elite class then is hard to adapt to. There needs to be an adaptation phase, yes, an adaptation phase. That phase is kind of... well, it takes time and mainly involves learning, just just leanrning.)

班敏宇 (Minyu Ban): 嗯。(Mm.)

詹曼 (Man Zhan): 对对对。(Yeah yeah yeah.)

班敏宇 (Minyu Ban): 开始他要是不是学习刚进入状态，然后呢又又进入另外一个环境，这就突然就变了。(At the beginning, if he’s just getting into the learning state, and then suddenly moves into another environment, things change abruptly.)

SpeakerLM (Over-Regist) (cpCER=19.75):

詹曼 (Man Zhan): 就是可能就是分好几个班然后就有什么精英班普通班，精英班然后就是小小升初考的好就去精英班或者是你初一的时候。考的考考的好的话就去那个然后就去精英班因为你要是初二初二的话，初二再去精英班的话就就有点儿啥了就有点儿那个，我听惯了我听我听普通班的话，我听惯这个普通班老师讲那个什么讲课方式了，我再去精英班就不适应了。得有个适应适应阶段，也有个适应阶段，适应阶段的话就是那什么就是那种就是比较呃费时间，开始就是学习。(There might be several classes divided, such as elite class, regular class, elite class. If you do well on the small entrance exam, you go to the elite class, or if you do well in grade one, you go to the elite class. But if you go to the elite class in grade two, it’s kind of... well, I’m used to the regular class teachers and their teaching style, so switching to the elite class then is hard to adapt to. There needs to be an adaptation phase, yes, an adaptation phase. That phase is kind of... well, it takes time and mainly involves learning, the begining is learning.)

班敏宇 (Minyu Ban): 嗯嗯。(Mm Mm.)

詹曼 (Man Zhan): 对就是适应嘛。(Yes, it’s about adaptation.)

班敏宇 (Minyu Ban): 开始他要不是学习刚进入状态，然后呢又又进入另外一个环境，这就突然就变了。(At the beginning, if he has just gotten into the learning state, and then suddenly moves another environment, then it suddenly changes.)

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