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to structure an entry into new countries where Natura is not present, not considering Aesop, I'm talking about the actual Natura brand.
<|0.00|> to structure an entry into new countries where Natura is not present, not considering Aesop,<|10.00|><|10.00|> I'm talking about the actual Natura brand.<|12.00|>
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type of app. And so there are many initiatives -- involve so that we can have
<|0.00|> type of app. And so there are many initiatives involved so that we can have<|6.00|>
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quicker manner is to be faster in them. So in international operations, we are very confident in the growth and the EBITDA as you saw in this presentation and this inspires us
<|0.00|> quicker manner is to be faster in them. In international operations we are very<|6.86|><|6.86|> confident in the growth and the ABIDIDA as you saw in this presentation and this<|11.10|><|11.10|> inspires us.<|13.90|>
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it increases the country -- the company's asset in a consolidated manner. So
<|0.00|> it increases the country, the company's<|6.98|><|3.48|> asset in a consolidated manner.<|6.98|>
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And we have a large project and a new proposal of value for the consultant.
<|0.00|> And we have a large project and a new proposal of value for the consultants.<|6.00|>
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So we believe that there could be a lot of synergy there as long as we want that. And the points or the compensation,
<|0.00|> So we believe that there could be a lot of synergy there as long as we want that.<|5.50|><|5.60|> And the points or the compensation...<|9.20|>
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We have been focusing a lot on that and we have to speed up the implementation of the measures that we already mentioned. And what the company decides,
<|0.00|> We have been focusing a lot on that and we have to speed up the implementation of the measures that we already mentioned.<|7.00|><|7.00|> And with the company this size,<|9.00|>
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we adjust for certain nonrecurring items that will be included in our future GAAP reporting.
<|0.00|> we adjust for certain non-recurring items that will be included in our future GAP reporting.<|6.00|>
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These include the Monster Energy NASCAR Cup, Xfinity and Truck Series
<|0.00|> These include the Monster Energy NASCAR Cup Xfinity and Truck Series<|5.08|>
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Higher volumes on current platforms and a new on-road program for MAN in Europe and stronger volumes in South America also contributed to our revenue gain.
<|0.00|> Higher volumes on current platforms and a new on-road program for MAN in Europe,<|5.50|><|5.50|> and stronger volumes in South America, also contributed to our revenue gain.<|10.50|>
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share repurchases and a more favorable tax rate due to our strategic focus on global tax planning to improve Tenneco's effective tax rate.
<|0.00|> share repurchases, and a more favorable tax rate due to our strategic focus on global<|5.40|><|5.40|> tax planning to improve Teneco's effective tax rate.<|8.76|>
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We look to continue our strong earnings momentum and cash generation, combined with consistent revenue growth,
<|0.00|> we look to continue our strong earnings momentum and cash generation<|4.00|><|4.00|> combined with consistent revenue growth.<|6.80|>
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thinking about how your cost of capital is matched against
<|0.00|> Thinking about how your cost of capital is matched against the...<|6.00|>
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producing cost savings and project efficiencies. The cost of an IT employee who is working on a specific project is deferred and amortized over the life of the project.
<|0.00|> producing cost savings and project efficiencies.<|3.00|><|3.00|> The cost of an IT employee who is working on a specific project<|7.00|><|7.00|> is deferred and amortized over the life of the project.<|10.00|>
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We must stress that we are continuing to pull other levers and indeed to improve
<|0.00|> we must stress that we are continuing to pull other levers and indeed to improve.<|7.00|>
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Growth continues to be driven by the increasing integration of ESG into the mainstream of the investment process and new client acquisition.
<|0.00|> Growth continues to be driven by the increasing integration of ESG into the mainstream of<|6.84|><|6.84|> the investment process and new client acquisition.<|9.32|>
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that's kind of how we think about our expenses. We want to be able to
<|0.00|> That's kind of how we think about our expenses.<|4.00|><|4.00|> We want to be able to...<|5.00|>
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Thank you, Laura. I want to thank everyone for joining us today to discuss Western Asset Mortgage Capital Corporation's financial results
<|0.00|> Thank you, Laura. I want to thank everyone for joining us today to discuss<|5.20|><|5.20|> Western Asset Mortgage Capital Corporation's financial results.<|10.68|>
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Still, growth for the full second quarter was sequentially stronger than the first quarter,
<|0.00|> Still, growth for the full second quarter was sequentially stronger than the first quarter.<|5.00|>
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And the only way you can make good quality, low cost is that you do it
<|0.00|> And the only way you can make good quality, low cost, is that you do it.<|5.60|>
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We plan to share an update on the screening programs as well as on the patient identification later this year.
<|0.00|> We plan to share an update on the screening programs<|5.00|><|5.00|> as well as on the patient identification later this year.<|10.00|>
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to make that sufficient for -- we thought that we had very good discussions and that this would be
<|0.00|> to make that sufficient for, we thought that we had very good discussions and that this would be.<|5.44|>
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We are, however, in a unique position to react quickly when the industry begins to recover,
<|0.00|> We are, however, in a unique position to react quickly when the industry begins to recover.<|6.28|>
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As we go through this challenging period, we continue to focus on cash generation.
<|0.00|> As we go through this challenging period, we continue to focus on caste generation.<|6.00|>
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In summary, we are very pleased with our fourth quarter and full year results as we continue to execute our long-term strategy for growth.
<|0.00|> In summary, we are very pleased with our fourth quarter and full year results as we continue<|6.32|><|6.32|> to execute our long-term strategy for growth.<|9.32|>
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It is difficult to accurately predict where the world is headed. I recently returned from Davos, where ongoing global market volatility was a major point of discussion.
<|0.00|> It is difficult to accurately predict where the world is headed.<|4.44|><|4.44|> I recently returned from Davos, where ongoing global market volatility was a major point<|10.08|><|10.08|> of discussion.<|11.08|>
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With that, let me turn it over to Mark to give you more details on our performance.
<|0.00|> With that, let me turn it over to Mark to give you more details on our performance.<|5.00|>
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I think about it more in terms of field management and exposure to weather delays and also trucking backlog. I don't think of it -- as Joe has described,
<|0.00|> I think about it more in terms of field management and exposure to weather delays and also trucking<|6.68|><|6.68|> backlog.<|7.68|><|7.68|> I don't think of it, you know, as Joe has described.<|9.48|>
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how we're performing in fiscal '19 compared to fiscal '20 because all of those transformations that we will have been executing under will basically be complete,
<|0.00|> how we're performing in fiscal 19 compared to fiscal 20,<|3.50|><|3.50|> because all of those transformations that we will have been executing under<|9.70|><|9.70|> will basically be complete.<|12.50|>
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but the one thing I hear from our customers is they're always happy with the value. And our issue with pricing, I think, has been and continues to be how do we provide predictability to our customers.
<|0.00|> But the one thing I hear from our customers is they're always happy with the value.<|5.00|><|5.00|> And our issue with pricing, I think, has been and continues to be,<|8.00|><|8.00|> how do we provide predictability to our customers?<|11.00|>
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We remain focused on improving the performance of the business through the execution of our Fresh Start initiatives, which Lane will speak to in more detail shortly.
<|0.00|> We remain focused on improving the performance of the business through the execution of our<|5.08|><|5.08|> Fresh Start initiatives, which Elaine will speak to in more detail shortly.<|9.28|>
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The Fresh New Menu added innovative new dishes that feature high-quality ingredients,
<|0.00|> The fresh new menu added innovative new dishes that feature high quality ingredients.<|7.00|>
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We anticipate CO2 usage will rise as we inject additional volumes to support growth in some of our existing tertiary fields,
<|0.00|> We anticipate CO2 usage will rise as we inject additional volumes to support growth in some of our existing tertiary fields.<|7.00|>
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It also gives us great commercial operating and marketing advantage to better serve our clients.
<|0.00|> It also gives us great commercial operating and marketing advantage to better serve our<|7.20|><|7.20|> clients.<|8.04|>
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I think when they will come online will obviously be dependent on when
<|0.00|> I think when they will come online will obviously be dependent on when...<|5.60|>
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as the hotels in August and September and through that quarter benefited from Hurricane Harvey occupancy.
<|0.00|> as the hotels in August and September and through that quarter benefited from Hurricane Harvey occupancy.<|7.88|>
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many times an operator will do, just starts with very low rates and grab some of your business
<|0.00|> Many times an operator will do just starts with very low rates and you know grab some of your business<|7.40|>
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the one good thing about a challenging quarter like this is that next quarter's going to be better. I often say to our team.
<|0.00|> The one good thing about a challenging quarter like this is that next quarter is going to be better.<|5.00|><|5.00|> I often say to our team.<|8.00|>
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In the meantime, we've had our first meeting with the interdepartmental government committee
<|0.00|> In the meantime, we've had our first meeting with the Inter-Departmental Government Committee.<|6.44|>
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with which we will work and be able to clear out all the various permissions as we move to finalize the bankable feasibility study.
<|0.00|> with which we'll work and be able to clear out all the various permissions<|7.28|><|7.28|> as we move to finalize the bankable feasibility study.<|12.28|>
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that can really turn nasty. And we've gone past that and found a collective way forward where everyone signed up
<|0.00|> that can really turn nasty and we've gone past that<|4.00|><|4.00|> and found a collective way forward where everyone signed up.<|8.00|>
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We feel confident in the 4 businesses we have. Each of them can have significant investment.
<|0.00|> We feel confident in the four business we have.<|2.60|><|2.60|> Each of them can have significant investment.<|5.00|>
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Therefore, realized gains or losses will be presented on net basis
<|0.00|> Therefore, realized gains or losses will be presented on a net basis.<|5.00|>
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in a way that can facilitate growth and at a much more efficient basis. When we compare what we
<|0.00|> in a way that can facilitate growth<|2.68|><|2.68|> and at a much more efficient basis.<|7.68|><|7.76|> When we compare what we...<|9.64|>
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So we've been able to reverse provisions.
<|0.00|> So we've been able to reverse positions.<|5.00|>
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and we stay committed to maintaining sustainable profitability and building value for all stakeholders.
<|0.00|> And we stay committed to maintaining sustainable profitability and building value for all stakeholders.<|7.76|>
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What could it have been if you had just gone for some bad stuff? So how much did you walk away from is the first question. And the second one is just on the
<|0.00|> What could it have been if you'd just gone for some bad stuff as well?<|4.00|><|4.00|> So how much did you walk away from, is the first question.<|7.00|><|7.00|> And the second one is just on the...<|12.00|>
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the division organization that allows us to have a greater visibility on the business and to better shape them on the customer markets' needs.
<|0.00|> the division organization, that allows us to have a greater visibility on the business<|7.00|><|7.00|> and to better shape them on the customer-made market's needs.<|13.00|>
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predictable levels in terms of what the crop size would be. We are approaching a tighter window in terms of canola acreage in terms of what goes in.
<|0.00|> predictable levels in terms of what the crop size would be.<|2.86|><|2.86|> We are approaching a tighter window in terms of canola acreage in terms of what goes in.<|8.64|>
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and so a little bit of vertical integration. But if you think about completion chemistry, it is a concentric ring around drilling fluids. So that's an area we certainly are interested in on a go-forward basis.
<|0.00|> And so a little bit of vertical integration,<|3.50|><|3.50|> but if you think about completion chemistry,<|5.60|><|5.60|> it is a concentric ring around drilling fluid.<|8.30|><|8.30|> So that's an area we certainly are interested in<|10.90|><|10.90|> on a go-forward basis.<|13.10|>
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the pipeline, we've gone through our Q1 planning and what's out there for that as well as talking to some of the folks that we talked on a regular basis as to what they're being asked for regarding
<|0.00|> the pipeline we've gone through our Q1 planning and what's out there for that as well as<|6.04|><|6.72|> You know talking to some of the folks that we talk to on a regular basis as to what they're being asked for<|11.04|><|11.88|> regarding<|13.88|>
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and Paul will close with some additional perspective on 2016 as well as the current market environment.
<|0.00|> And Paul will close with some additional perspective on 2016,<|3.74|><|3.80|> as well as the current market environment.<|5.80|>
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to decline. But how much of it is due to the units or could it be the pricing or maybe some share loss potentially?
<|0.00|> to decline, but how much of it is due to the units or it could be the pricing or maybe<|4.66|><|4.66|> some share loss potentially?<|6.60|>
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and why the same partners that we have today in the LCD market want to work with Synaptics when they do their -- when they bring up their OLED lines and
<|0.00|> and why the same partners that we have today in the LCD market want to work with<|5.00|><|5.00|> Synaptics when they bring up their OLED lines.<|10.00|>
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In Canada, our investments in technology will deliver an improved experience for our customer.
<|0.00|> In Canada, our investment in technology will deliver an improved experience for our customers.<|5.00|>
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in their distribution networks. One interesting example is Silver Spring networks recently brought us an opportunity where a retail mall lost power for 12 hours during a busy weekend shopping day. 33 merchants
<|0.00|> One interesting example is Silver Spring Networks recently brought us an opportunity where a retail mall lost power for 12 hours during a busy weekend shopping day.<|10.00|><|10.00|> 33 Merchants<|13.00|>
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I've got a couple of quick clarification questions. So first on the financing side. I know Greg talked about this earlier on the call today too,
<|0.00|> I've got a couple quick clarification questions.<|2.84|><|2.84|> So first on the financing side, and I know Greg talked about this earlier on the call<|6.72|><|6.72|> today too.<|7.72|><|7.72|> So, what is the cost of financing?<|8.72|><|8.72|> And what is the cost of financing?<|9.72|><|9.72|> And what is the cost of financing?<|10.72|><|10.72|> And what is the cost of financing?<|11.72|><|11.72|> And what is the cost of financing?<|12.72|><|12.72|> And what is the cost of financing?<|13.72|><|13.72|> And what is the cost of financing?<|14.72|><|14.72|> And what is the cost of financing?<|15.72|><|15.72|> And what is the cost of financing?<|16.72|><|16.72|> And what is the cost of financing?<|17.72|><|17.72|> And what is the cost of financing?<|18.72|><|18.72|> And what is the cost of financing?<|19.72|><|19.72|> And what is the cost of financing?<|20.72|><|20.72|> And what is the cost of financing?<|21.72|><|21.72|> And what is the cost of financing?<|22.72|><|22.72|> And what is the cost of financing?<|23.72|><|23.72|> And what is the cost of financing?<|24.72|><|24.72|> And what is the cost of financing?<|25.72|><|25.72|> And what is the cost of financing?<|26.72|><|26.72|> And what is the cost of financing?<|27.72|><|27.72|> And what is the cost of financing?<|28.72|><|28.72|> And what is the cost
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You made it quite clear you felt the market effects of that was pretty much in. But just the risks on 2019 in that business when we're at full ramp on the pricing situation. Do you think there's a risk in the pricing as we go
<|0.00|> you made it quite clear you felt the market effect of that was pretty much in, but just the risks on<|5.60|><|5.60|> 2019 in that business when we're at full ramp on the pricing situation, do you think there's a risk<|12.32|><|12.32|> in the pricing as we go?<|13.76|>
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And with the very good development technology which he has, it's normal that the new branches are generating new reservations.
<|0.00|> And with the very good development methodology which he has, it's normal that the new branches<|5.78|><|5.78|> are generating new reservations.<|7.56|>
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I think that we're at a point of time right now in which we need to recheck the overall priorities that we would have for this business line and also the speed at which we would make investments.
<|0.00|> I think that we're at a point of time right now in which we need to recheck the overall<|4.30|><|4.30|> priorities that we would have for this business line and also the speed at which we would<|8.52|><|8.52|> make investments.<|9.36|>
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and not just click on a website because clearly, what's good for everyone is have -- to have this brand get people
<|0.00|> And not just click on a website, because clearly what's good for everyone is to have this brand<|6.36|><|6.36|> get people.<|7.00|>
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the increased marketing, any ideas on how much more you're spending in the third quarter?
<|0.00|> the increased marketing, any ideas on how much more you're spending in the third quarter.<|5.76|>
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the shape of the original Classic, and we think that Classic Slim is really going to be well received. So it's a whole combination of things,
<|0.00|> the shape of the original classic and we think that Classic Slim is really going to be well received.<|7.00|><|7.00|> So it's a whole combination of things.<|9.00|>
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But at the same time, we're not complacent with the Classics business either. So what you've seen with the Luxe introduction and the Slim introduction next week,
<|0.00|> But at the same time, we're not complacent with the classics business either.<|3.00|><|3.00|> So what you've seen with the Lux introduction and the Slim introduction next week.<|8.00|>
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Turning to our commercial business. While we continued to see numerous attractive opportunities in the sector, and we remained active in the industry,
<|0.00|> Turning to our commercial business,<|2.68|><|2.68|> while we continue to see numerous attractive opportunities in the sector,<|6.30|><|6.30|> and we remain active in the industry,<|9.26|>
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As a result, our capital allocation has recently shifted in favor of the agency sector,
<|0.00|> As a result, our capital allocation has recently shifted in favor of the agency sector.<|5.44|>
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in terms of the relative attractiveness of the 4 business lines, I mean, I was wondering if you could provide some color on how the return profiles are kind of
<|0.00|> In terms of the relative attractiveness of the four business lines, I mean, I was wondering<|7.00|><|7.00|> if you could provide some color on how the return profiles are kind of<|12.00|>
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Related additional rental costs are included in occupancy costs.
<|0.00|> Related additional rental costs are included in occupancy costs.<|5.44|>
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Could you elaborate on revenue growth recovering in Q4? What drove this? Was there a big promotional component over Christmas?
<|0.00|> Could you elaborate on revenue growth recovery in Q4? What drove this? Was there a big promotional component over Christmas?<|6.26|>
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We have never wavered from that belief and we are determined that we never will.
<|0.00|> We have never wavered from that belief and we are determined that we never will.<|7.00|>
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And part of the reason that it takes so long to make things happen here, I think its great news for small to medium-sized enterprises.
<|0.00|> And part of the reason that it takes so long to make things happen here,<|4.00|><|4.00|> I think it's great news for small to medium-sized enterprises.<|7.60|>
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So let's look at our country. What I found confusing, and I found it especially confusing when you talk to
<|0.00|> So let's look at our country. What I found confusing and I found it<|7.28|><|7.28|> especially confusing when you talk to<|11.52|>
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run into the same customers from a primary standpoint yet? I know you've expanded a bit there and you have some new lines. I know it's on the MI and it's now something they do. But are you guys starting to run into the same customers on a primary basis?
<|0.00|> run into the same customers from a primary standpoint yet?<|4.80|><|4.80|> I know you've expanded a bit there and you have some new lines.<|6.80|><|6.80|> I know it's on the MI, and it's not something that they do,<|9.90|><|9.90|> but are you guys starting to run into the same customers on a primary basis?<|14.00|>
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Usually, our first quarter results progress is approximately 20% against the annual forecast. As we tend to have more profit in the second half of the year, the result was strong enough to achieve the annual forecast.
<|0.00|> Usually, our first quarter results progress is approximately 20% against the annual forecast.<|6.76|><|6.76|> As we tend to have more profit in the second half of the year, the result was strong enough<|11.80|><|11.80|> to achieve the annual forecast.<|13.52|>
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If we eliminate this effect, the adjusted tax rate would have been at the guided level of 14%. The reason for the increase,
<|0.00|> If we eliminate this effect, the adjusted tax rate would have been at the guided level of 14%.<|7.00|><|7.00|> The reason for the increase...<|10.00|>
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As the initial consolidation of the Sanitec Group did not happen with the seasonally low year end balance of net working capital
<|0.00|> as the initial consolidation of the Sunnitec Group did not happen with the seasonally low year-end balance of net working capital.<|8.76|>
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Nevertheless, we were able to maintain our operating margins at the very high level.
<|0.00|> Nevertheless, we were able to maintain our operating margins at a very high level.<|5.40|>
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Or is this something that is going to have to take a long, long time for people to change their culture to how they operate?
<|0.00|> or is this something that's going to have to take a long long time for people to change their culture<|3.84|><|3.84|> as to how they operate?<|4.88|>
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to some of these other smaller companies, are now paying -- getting paid a consultancy. Since we don't need -- we can't -- we don't need any more consultants, we really couldn't compete with that. We did lose some customers to that also.
<|0.00|> to some of these other smaller companies<|2.60|><|2.60|> that are now getting paid a consultant fee.<|5.68|><|5.68|> Since we don't need any more consultants,<|8.92|><|8.92|> we really couldn't compete with that.<|10.32|><|10.32|> We did lose some customers to that also.<|12.96|>
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the Rockies, we are starting to fund now with one rig. We can add activity there with strong returns. And even the Barnett, and we laid out some numbers in the operations report, how we're driving down the cost there. And
<|0.00|> We are starting to fund now with one rig.<|3.00|><|3.00|> We could add activity there with strong returns.<|5.00|><|5.00|> And even the Barnett, and we laid out some numbers in the operations report,<|9.00|><|9.00|> how we're driving down the costs there.<|11.00|><|11.00|> And we're going to be doing that.<|13.00|>
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we are focusing our capital there because they're the highest returns. So we do not have a shortage of opportunities. And so
<|0.00|> We are focusing our capital there because they're the highest returns.<|4.00|><|4.00|> So we do not have a shortage of opportunities.<|7.00|>
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actively look also at the what we would consider full cycle returns in each of our key project areas. Just trying to look at return on capital employed. We have all these
<|0.00|> actively look also at what we would consider full cycle returns in each of our key project areas.<|7.00|><|7.00|> Just trying to look at return on capital employed when you have all these<|14.00|>
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The company believes this metric provides a more complete picture of WAL's funding price sensitivity to rising rates
<|0.00|> The company believes this metric provides a more complete picture of Walls funding price sensitivity to rising rates.<|6.00|>
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As a result of the timing of the implementation, we delivered those services and recorded the revenue in the first quarter of 2017.Gross margin
<|0.00|> As a result of the timing of the implementation, we delivered those services and reported the<|4.90|><|4.90|> revenue in the first quarter of 2017.<|9.18|><|9.18|> Gross margin?<|9.82|>
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Just because a supplier has had business with Xerox in the past does not guarantee future business. They will have to earn our business.
<|0.00|> Just because a supplier has had business with Xerox in the past does not guarantee future business.<|6.00|><|6.00|> They will have to earn our business.<|9.00|>
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But recently, we were successful in partnering with a supplier for a new product.
<|0.00|> But recently, we were successful in partnering with a supplier for a new product.<|6.00|>
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more directly to the bottom line and improve how we serve our clients and partners. The final 2 questions are related to Fuji Xerox.
<|0.00|> more directly to the bottom line and improve how we serve our clients and partners.<|5.00|><|5.00|> The final two questions are related to Fuji Xerox.<|9.00|>
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Yes. The way that we're looking at the smaller square footage, and again, it's going to be market by market specific as far as what the top line
<|0.00|> Yeah, the way that we're looking at this, the smaller square footage and again, it's<|4.30|><|4.30|> going to be market by market specific as far as what the top line.<|8.10|>
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It will include a much improved beverage program supported by formalized wine education of our staff designed to build check.
<|0.00|> It will include a much improved beverage program supported by formalized wine education of<|6.18|><|6.18|> our staff designed to build chuck.<|8.10|>
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We are asking questions such as around which consumers should we be designing our value proposition,
<|0.00|> We are asking questions such as around which consumers should we be designing our value proposition.<|7.00|>
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And the important thing is that we did that whilst making some substantial investments in the business, and you're going to see some examples of this as we go through the presentation.
<|0.00|> And the important thing is that we did that whilst making some substantial investments<|4.56|><|4.56|> in the business.<|5.56|><|5.56|> And you're going to see some examples of this as we go through the presentation.<|8.84|>
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And our focus now is really much more towards driving our growth forward, and I'm going to talk about a few of those areas in the next couple slides.
<|0.00|> And our focus now is really much more towards driving our growth forward.<|5.00|><|5.00|> And I'm going to talk about a few of those areas in the next couple of slides.<|8.00|>
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such as the Nordics and South Africa, which offset good performance in India and Japan.
<|0.00|> such as the Nordics and South Africa,<|2.60|><|2.60|> which offset good performance in India and Japan.<|5.40|>
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Foreign exchange was a significant headwind for us in the year, but we were flat. We had flat margins at constant currencies.
<|0.00|> Foreign exchange was a significant headwind for us in the year, but we had flat margins of constant currencies.<|8.70|>
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We're also seeing great combinations of the 2 teams identifying new areas of synergy and joint operations that we may not have even planned on prior to the deal.
<|0.00|> We're also seeing great combinations of the two teams identifying new areas of synergy<|4.68|><|4.68|> and joint operations that we may not have even planned on prior to the deal.<|8.28|>
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And lawn guard also performed well as we helped customers tackle exterior maintenance and prepare their lawns for winter.
<|0.00|> And, Lawn and Garden also performed well as we helped customers tackle exterior maintenance<|6.08|><|6.08|> and prepare their lawns for winter.<|7.80|>
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In closing, we reported a solid quarter, achieving our highest quarterly revenue and portfolio occupancy.
<|0.00|> In closing, we reported a solid quarter,<|3.00|><|3.00|> achieving our highest quarterly revenue and portfolio occupancy.<|7.00|>
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And we think that this is a little bit longer term to really get everything done. But we would expect that there's definitely some room for us to improve.
<|0.00|> And we think that this is a little bit longer term to really get everything done,<|6.00|><|6.00|> but we would expect that there's definitely some room for us to improve.<|11.00|>
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as you can understand, in a growing organization like IVL, it is only natural that we will see career progression
<|0.00|> As you can understand, in a growing organization like IVL, it is only natural that we will<|6.48|><|6.48|> see carrier progression.<|8.32|>
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I had a chance to get to a few health care conferences and talk to some investors. And I think we're all saying we look at some move that makes us between 0 to 2%. But if you talk about the actual whys, we've not heard anything concrete that we would assign to us and push forward.
<|0.00|> I had a chance to get to a few health care conferences and talk to some investors.<|4.00|><|4.00|> I think we're all saying we look at some move that makes us between 0% to 2%, but if you<|8.46|><|8.46|> talk about the actual whys, I've not heard anything concrete that we would assign to<|13.22|><|13.22|> us and push forward.<|14.44|>
End of preview.

Distil Whisper: SPGISpeech With Timestamps

This is a variant of the SPGISpeech dataset, augmented to return the pseudo-labelled Whisper Transcriptions alongside the original dataset elements. The pseudo-labelled transcriptions were generated by labelling the input audio data with the Whisper large-v2 model with greedy sampling and timestamp prediction. For information on how the original dataset was curated, refer to the original dataset card.

Standalone Usage

First, install the latest version of the 🤗 Datasets package:

pip install --upgrade pip
pip install --upgrade datasets[audio]

The dataset can be downloaded and pre-processed on disk using the load_dataset function:

from datasets import load_dataset

dataset = load_dataset("distil-whisper/spgispeech", "L")
# take the first sample of the validation set
sample = dataset["validation"][0]

It can also be streamed directly from the Hub using Datasets' streaming mode. Loading a dataset in streaming mode loads individual samples of the dataset at a time, rather than downloading the entire dataset to disk:

from datasets import load_dataset

dataset = load_dataset("distil-whisper/spgispeech", "L", streaming=True)
# take the first sample of the validation set
sample = next(iter(dataset["validation"]))

Distil Whisper Usage

To use this dataset to reproduce a Distil Whisper training run, refer to the instructions on the Distil Whisper repository.

License

This dataset is licensed under custom terms. To view the custom license for this dataset, refer to the original dataset card.

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