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      "implementation": "Production transcription methods in a signed Debug app; measured engines listed in engines",
      "timing": "Sum of per-fixture median of two warmed runs; includes audio export, resampling, segmentation and Qwen's Apple alignment; excludes model preparation, shared diarization and disk saving",
      "englishScoring": "Whisper EnglishTextNormalizer, micro-average WER against AMI human word references",
      "italianScoring": "Unicode, case and punctuation normalized WER; apostrophes retained; numbers are not expanded",
      "rating": "max(0, 10 * (1 - WER)); transcription fidelity on this sample, not an overall product rating",
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      "italianSelection": "First 20 FLEURS it_it test rows in dataset order, including the three earlier screening samples",
      "limitations": [
        "Six excerpts from two English scenario meetings; 20 Italian read-speech clips, not Italian conversations",
        "Public datasets may have been used during model training",
        "Overlap, clipped boundary words, numerals and contractions affect WER",
        "Models run sequentially; thermals and system load can affect timings",
        "Shared diarization is timed once, not a median; no voiceprint matching or recaps are evaluated"
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      "english": "https://huggingface.co/datasets/FluidInference/ami-corpus-mirror",
      "italian": "https://huggingface.co/datasets/google/fleurs",
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              "Hello, everybody. I'm Sarah, the project manager, and this is our 1st meeting. Surprisingly enough. Okay, this is our agenda. We will do some stuff, get to know each other a bit better, to feel more comfortable with each other. Then we'll go do tool training, talk about the project plan, discuss our own ideas and everything. And we've got 25 minutes to do that as far as I can understand. Now, we're developing remote control."
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            "reference": "Okay Yep yep Okay Okay Tu tu tu tu Hello everybody Hi good morning Um I'm Sarah the Project Manager and this is our first meeting surprisingly enough Okay this is our agenda um we will do some stuff get to know each other a bit better to feel more comfortable with each other Um then we'll go do tool training talk about the project plan discuss our own ideas and everything um and we've got twenty five minutes to do that as far as I can understand Now we're developing a remote control which",
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              "We're running a blue. OK. I'm not gonna ask you to guess. I'm going to tell you that it's supposed to be a tiger. And I see them as majestic. and independent. No. Who would like to go next? Me? Okay? Got Let this come from. There you go, power. Oh, yep. Thank you. Maybe you can guess what I'm trying to make."
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            "reference": "We're running out of blue Okay I'm not gonna ask you to guess I'm going to tell you that's supposed to be a tiger Mm And I see them Oh as sorry majestic Mm-hmm and independent and proud Now who would like to go next Yeah me 'Kay Cat Where did this come from Is that your lapel then Uh There you go yep Thank you Uh maybe you can guess what I'm trying to make",
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              "Yeah, it doesn't look like what I want it to be. It's not a vampire bat, honestly. And somewhere there's a body behind. That's my dreadful. That's the worst, yeah. It's meant to be an eagle. Right. You can tell it's a flying animal. Could have been a seagull. I never thought of a seagull. An eagle. Again, I'm thinking on my feet, goodness. I suppose they're also independent. I'd put that one down again. Um... Independent, right? Did you say they're good at golf? Are they? Oh, right. Okay. I'm not good at golf. I'll say they're quite free spirited, flying around everywhere. doing their own thing.",
              "Yeah, it doesn't look like what I want it to be. It's not a vampire bat, honestly. And somewhere there's a body behind. That's my dreadful. That's the worst, yeah. It's meant to be an eagle. Right. You can tell it's a flying animal. Could have been a seagull. I never thought of a seagull. An eagle. Again, I'm thinking on my feet, goodness. I suppose they're also independent. I'd put that one down again. Um... Independent, right? Did you say they're good at golf? Are they? Oh, right. Okay. I'm not good at golf. I'll say they're quite free spirited, flying around everywhere. doing their own thing."
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            "reference": "Oh Hmm dear it doesn't look what like what I want it to be S Uh Uh It's not a vampire bat honestly Okay yeah Uh and somewhere there's a body behind Okay That's some my dreadful sort of that's the worst yet bird that's it's meant to be an eagle A seagu Ah Eagle right eagle okay right not you okay can a seagull tell it's a flying animal could have been a seagull I never thought of a seagull An eagle um again I'm thinking on my feet goodness I suppose they're all so independent I'd put that one down again Da dum um They're good at golf Indepen independent right did you say they're good at golf Yeah Are they no yeah Eagle Oh an eagle Oh right okay I'm not good at golf I'd say they're quite free-spirited flying around everywhere doing their own thing",
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              "uh, that's, um, Right, OK. Um, I can, uh, And I might be a bit all over the place. Right, our agenda for today. Do you want us to give you a second? No, that's okay. Sorry. I'll go over what we decided last meeting. We decided upon universal control, one handset for all TV video equipment. that it was important that the product is accessible to a wide range of consumers, wide age range, not limiting anyone. We decided it was important to reflect the company's image and our product, report fashion in electronics, you know, that kind of thing.",
              "uh, that's, um, Right, OK. Um, I can, uh, And I might be a bit all over the place. Right, our agenda for today. Do you want us to give you a second? No, that's okay. Sorry. I'll go over what we decided last meeting. We decided upon universal control, one handset for all TV video equipment. that it was important that the product is accessible to a wide range of consumers, wide age range, not limiting anyone. We decided it was important to reflect the company's image and our product, report fashion in electronics, you know, that kind of thing."
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            "reference": "Right okay um this is our second meeting and I might be a bit all over the place Um right our agenda for today do you want us to give you a second Uh no that's okay sorry Okay um I'll go over what we decided last meeting Mm-hmm um we decided upon a universal control one handset for all T_V_ video equipment Sorry Um that it was important that the product was accessible to a wide range of consumers wide age range not limiting anyone We decided it was important to reflect the company's image in our product we put fashion in electronics you know that kind of s thing",
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              "some sort of signal to change the state of the TV or other plants that it's sending the signal to. Um, so I decided I'd have a look at what other people have designed and try and take some inspiration from that. But although we will want to be taking ideas from other people, we want to make sure that our design stands out and I thought that was something that, well, it wasn't really my area because I'm dealing with the inside, really. So, yeah, I ran out of time so I couldn't do this one as fun as the last one. And I found out that most controls use some form of infrared send signals to the TV, presumably, because of the cost issue of something like the same thing that computers use wireless and you don't need to send very much information. Most of them...",
              "some sort of signal to change the state of the TV or other plants that it's sending the signal to. Um, so I decided I'd have a look at what other people have designed and try and take some inspiration from that. But although we will want to be taking ideas from other people, we want to make sure that our design stands out and I thought that was something that, well, it wasn't really my area because I'm dealing with the inside, really. So, yeah, I ran out of time so I couldn't do this one as fun as the last one. And I found out that most controls use some form of infrared send signals to the TV, presumably, because of the cost issue of something like the same thing that computers use wireless and you don't need to send very much information. Most of them..."
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            "reference": "some sort of signal to change the state of the T_V_ or other appliance that it's sending the signal to Um so I decided I'd have a look at what th other people have designed and try and take some inspiration from that But uh although we will want to be taking ideas from other people we wanna make sure that our design stands out and I thought that was something that well it wasn't really my area because I'm dealing with the inside really So um yeah I ran out of time so I couldn't do this one as fun as the last one Um and uh I found out that most uh controls use some form of infrared to send signals to the T_V_ presumably because of the cost issue of uh something like uh the same thing that computers use wireless and you don't need to send very much information Um most of them are",
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              "So all the components that I've put forward are low in costs, so that should be good. It should be different enough. Um, from the alternative products to get a good consumer base. We were talking about it before and also just something that I was thinking about because they're small. They're also easy to lose. So if we could look into some way of, I don't know, some anti-going down the side of the sofa thing that you could have. That was just sort of a general point there. That's a very important point. It came up in our market research findings too, so I can refer to that. All right, okay. Whenever you like me to present. And yeah, that's that's what I came up with there. Thank you very much. Would you like to continue on from it? Okay, maybe move that to okay, that's okay with me.",
              "So all the components that I've put forward are low in costs, so that should be good. It should be different enough. Um, from the alternative products to get a good consumer base. We were talking about it before and also just something that I was thinking about because they're small. They're also easy to lose. So if we could look into some way of, I don't know, some anti-going down the side of the sofa thing that you could have. That was just sort of a general point there. That's a very important point. It came up in our market research findings too, so I can refer to that. All right, okay. Whenever you like me to present. And yeah, that's that's what I came up with there. Thank you very much. Would you like to continue on from it? Okay, maybe move that to okay, that's okay with me."
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            "reference": "so all the components that I've put forward are uh low in cost so that that should be good Um it should should be different enough um from the alternative products to get a good consumer base we were talking about it before and also just something that I was thinking about uh because they're small Mm they're also easy to lose so if we could look into some way of d dunno some anti-going down the side of the sofa Mm thing that you could have I th that was just sort of a general point there Mm And That's that's a very important uh part it came up yeah in our market research findings too so I can refer to that Alright okay whenever you like me to present and yeah that's that's what I came up with there so Okay if you thank wanna you very much Um would you like to continue Yep on from that Ooh 'Kay Or It can be maybe move the laptop okay that's over okay with me",
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              "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province. Il più noto fu il cosiddetto periodo dei. tre regni tra la dinastia Ann e la dinastia Jin che durò per 60 anni.",
              "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province. Il più noto fu il cosiddetto periodo dei. tre regni tra la dinastia Ann e la dinastia Jin che durò per 60 anni."
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              "L'interruzione del sonno è il processo di risveglio intenzionale che avviene durante il periodo di sonno normale a cui fa seguito una ripresa del sonno, 10. 60 minuti più tardi.",
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              "È collegata anche se solitamente non li comprende allo sci Turing o allo schimo che vengono praticati su terreni scoscesi e richiedono sci e scarponi molto più rigidi.",
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              "Le altre nomination includono miglior film, miglior regia, miglior fotografia, migliori costumi, miglior montaggio, migliore colonna sonora originale. migliore scenografia, miglior montaggio sonoro, miglior sonoro e migliore sceneggiatura originale."
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              "In metropolitana gli annunci ordinari sono solo in catalano eventuali interruzioni del servizio non programmate vengono comunicate in un'ampia varietà di lingue tra cui spagnolo. inglese, francese, arabo e giapponese, grazie a un sistema automatico.",
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              "We're running out of blue. Okay. I'm not gonna ask you to guess, I'm going to tell you that that's supposed to be a tiger. And I see them as majestic and independent. And proud. Now, who would like to go next? Me. Okay. Where did this come from? The Upell one. Oh, thank you. Um maybe you can guess what I'm trying to make.",
              "We're running out of blue. Okay. I'm not gonna ask you to guess, I'm going to tell you that that's supposed to be a tiger. And I see them as majestic and independent. And proud. Now, who would like to go next? Me. Okay. Where did this come from? The Upell one. Oh, thank you. Um maybe you can guess what I'm trying to make."
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              "Oh dear, it doesn't look what like what I want it to be. It's not a vampire bat, honestly. Uh and somewhere there's a body behind. That's my dreadful that's the worst yet. It's meant to be an eagle. You can tell it's a flying animal. Could have been a seagull. I never thought of a seagull. An eagle. Um again I'm thinking on my feet, goodness. I suppose they're all so independent. I'd put that one down again. Dadum. Um They're good at golf. Independ independent, right? Did you say they're good at golf? Yeah. Are they? Oh right, okay. I'm not good at golf. I'll say they're quite free-spirited, flying around everywhere, doing their own thing.",
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              "Right, okay. Um I can return. And I might be a bit all over the place. Um right, our agenda for today, do you want us to give you a second? Uh no, that's okay, sorry. Um I'll go over what we decided last meeting. Um We decided upon a universal control, one handset for all T V video equipment, um, that it was important that the project was accessible to a wide range of consumers, wide age range, not limiting anyone. We decided it was important to reflect the company's image in our product, we put fashion in electronics, you know, that kind of thing.",
              "Right, okay. Um I can return. And I might be a bit all over the place. Um right, our agenda for today, do you want us to give you a second? Uh no, that's okay, sorry. Um I'll go over what we decided last meeting. Um We decided upon a universal control, one handset for all T V video equipment, um, that it was important that the project was accessible to a wide range of consumers, wide age range, not limiting anyone. We decided it was important to reflect the company's image in our product, we put fashion in electronics, you know, that kind of thing."
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              "some sort of signal to change the state of the T V or other appliance that it's sending the signal to. Um so I decided I'd have a look at what other people have designed and try and take some inspiration from that. But uh although we will want to be taking ideas from other people, we want to make sure that our design stands out and I thought that was something that well, it wasn't really my area because I'm dealing with the inside really. So I yeah, I ran out of time so I can do this one as fun as the last one. Um and uh I found out that most uh controls use some form of infrared to send signals to the T V, presumably because of the cost issue of uh something like uh the same thing that computers use wireless and you don't need to send very much information. Um most of them are",
              "some sort of signal to change the state of the T V or other appliance that it's sending the signal to. Um so I decided I'd have a look at what other people have designed and try and take some inspiration from that. But uh although we will want to be taking ideas from other people, we want to make sure that our design stands out and I thought that was something that well, it wasn't really my area because I'm dealing with the inside really. So I yeah, I ran out of time so I can do this one as fun as the last one. Um and uh I found out that most uh controls use some form of infrared to send signals to the T V, presumably because of the cost issue of uh something like uh the same thing that computers use wireless and you don't need to send very much information. Um most of them are"
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            "reference": "some sort of signal to change the state of the T_V_ or other appliance that it's sending the signal to Um so I decided I'd have a look at what th other people have designed and try and take some inspiration from that But uh although we will want to be taking ideas from other people we wanna make sure that our design stands out and I thought that was something that well it wasn't really my area because I'm dealing with the inside really So um yeah I ran out of time so I couldn't do this one as fun as the last one Um and uh I found out that most uh controls use some form of infrared to send signals to the T_V_ presumably because of the cost issue of uh something like uh the same thing that computers use wireless and you don't need to send very much information Um most of them are",
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              "So all the components that I've put forward are uh lowering costs, so that that should be good. Um it should should be different enough um from the alternative products to get a good consumer base as we were talking about it before. And also just something that I was thinking about. Uh because they're small, they're also easy to lose. So if we could look into some way of dunno, some anti going down the side of the sofa. Thing that you could have. I th that was just sort of a general point there. That's a very important point that came up in our market research findings too, so I can refer to that. Whenever you'd like me to present. And yeah, that's that's what I came up with there. Um would you like to continue on from that?",
              "So all the components that I've put forward are uh lowering costs, so that that should be good. Um it should should be different enough um from the alternative products to get a good consumer base as we were talking about it before. And also just something that I was thinking about. Uh because they're small, they're also easy to lose. So if we could look into some way of dunno, some anti going down the side of the sofa. Thing that you could have. I th that was just sort of a general point there. That's a very important point that came up in our market research findings too, so I can refer to that. Whenever you'd like me to present. And yeah, that's that's what I came up with there. Um would you like to continue on from that?"
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            "reference": "so all the components that I've put forward are uh low in cost so that that should be good Um it should should be different enough um from the alternative products to get a good consumer base we were talking about it before and also just something that I was thinking about uh because they're small Mm they're also easy to lose so if we could look into some way of d dunno some anti-going down the side of the sofa Mm thing that you could have I th that was just sort of a general point there Mm And That's that's a very important uh part it came up yeah in our market research findings too so I can refer to that Alright okay whenever you like me to present and yeah that's that's what I came up with there so Okay if you thank wanna you very much Um would you like to continue Yep on from that Ooh 'Kay Or It can be maybe move the laptop okay that's over okay with me",
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              "Eppure gli uccelli hanno molte caratteristiche che li accomunano ai dinosauri.",
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              "Stando a quanto riferito aveva circa vent'anni, Biber ha dichiarato: anche se non ero presente, né direttamente coinvolto in questo terribile incidente, i miei pensieri e le mie preghiere vanno ai familiari della vittima.",
              "Stando a quanto riferito aveva circa vent'anni, Biber ha dichiarato: anche se non ero presente, né direttamente coinvolto in questo terribile incidente, i miei pensieri e le mie preghiere vanno ai familiari della vittima."
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              "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province, il più noto fu il cosiddetto periodo dei tre regni, tra la dinastia An e la dynastia Jin, che durò per sessanta anni.",
              "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province, il più noto fu il cosiddetto periodo dei tre regni, tra la dinastia An e la dynastia Jin, che durò per sessanta anni."
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              "L'interruzione del sonno è il processo di risveglio intenzionale, che avviene durante il periodo di sonno normale, a cui fosse seguito una represa del sonno, dieci se minuti più tardi.",
              "L'interruzione del sonno è il processo di risveglio intenzionale, che avviene durante il periodo di sonno normale, a cui fosse seguito una represa del sonno, dieci se minuti più tardi."
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              "Le altre nomination includono Miglior Film, Miglior Regia, Miglior Fotografia, Migliori Costumi, Miglior Montaggio, Migliore Colonna sonora originale, Migliore Scenografia, Miglior Montaggio Sonoro, Miglior Sonoro e Migliore Sceneggiatura Originale.",
              "Le altre nomination includono Miglior Film, Miglior Regia, Miglior Fotografia, Migliori Costumi, Miglior Montaggio, Migliore Colonna sonora originale, Migliore Scenografia, Miglior Montaggio Sonoro, Miglior Sonoro e Migliore Sceneggiatura Originale."
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              "In Metropolitan, i annunci ordinari sono solo in catalano. Eventuali interruzioni del servizio non programmate vengono comunicate in un ampia varietà di lingue tra cui spagnolo, inglese, francese, arabo e jappanese, grazie a un sistema automatico.",
              "In Metropolitan, i annunci ordinari sono solo in catalano. Eventuali interruzioni del servizio non programmate vengono comunicate in un ampia varietà di lingue tra cui spagnolo, inglese, francese, arabo e jappanese, grazie a un sistema automatico."
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              "We're running out of blue. Okay. I'm not going to ask you to guess, I'm going to tell you that's supposed to be a tiger. And I see them as majestic and independent. And proud. Now, who would like to go next? Me. Okay. Got. Where did this come from? The Upel one. Uh yep, thank you. Uh, maybe you can guess what I'm trying to make.",
              "We're running out of blue. Okay. I'm not going to ask you to guess, I'm going to tell you that's supposed to be a tiger. And I see them as majestic and independent. And proud. Now, who would like to go next? Me. Okay. Got. Where did this come from? The Upel one. Uh yep, thank you. Uh, maybe you can guess what I'm trying to make."
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              "some sort of signal to change the state of the TV or other appliance that it's sending the signal to. So I decided I'd have a look at what other people have designed and try and take some inspiration from that. But uh although we will want to be taking ideas from other people, we want to make sure that our design stands out and I thought that was something that, well, it wasn't really my area because I'm dealing with the inside really. So yeah, I ran out of time, so I couldn't do this one as fun as the last one. And uh I found out that most uh controls use some form of infrared to send signals to the TV, presumably because of the cost issue of uh something like uh the same thing that computers use wireless and you don't need to send very much information. Um most of them",
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              "So all the components that I've put forward are uh lowering costs, so that that should be good. Um it should should be different enough um from the alternative products to get a good consumer base as we were talking about it before and also just something that I was thinking about, uh, because they're small, they're also easy to lose. So if we could look into some way of, I don't know, some anti going down the side of the sofa. thing that you could have. I th that was just sort of a general point there. That's a very important point. It came up in our market research findings too, so I can refer to that. Whenever you'd like me to present. And yeah, that's that's what I came up with there. So if you want to very much. Would you like to continue on from that? Okay. Maybe move that to a couple that's giving me",
              "So all the components that I've put forward are uh lowering costs, so that that should be good. Um it should should be different enough um from the alternative products to get a good consumer base as we were talking about it before and also just something that I was thinking about, uh, because they're small, they're also easy to lose. So if we could look into some way of, I don't know, some anti going down the side of the sofa. thing that you could have. I th that was just sort of a general point there. That's a very important point. It came up in our market research findings too, so I can refer to that. Whenever you'd like me to present. And yeah, that's that's what I came up with there. So if you want to very much. Would you like to continue on from that? Okay. Maybe move that to a couple that's giving me"
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            "reference": "so all the components that I've put forward are uh low in cost so that that should be good Um it should should be different enough um from the alternative products to get a good consumer base we were talking about it before and also just something that I was thinking about uh because they're small Mm they're also easy to lose so if we could look into some way of d dunno some anti-going down the side of the sofa Mm thing that you could have I th that was just sort of a general point there Mm And That's that's a very important uh part it came up yeah in our market research findings too so I can refer to that Alright okay whenever you like me to present and yeah that's that's what I came up with there so Okay if you thank wanna you very much Um would you like to continue Yep on from that Ooh 'Kay Or It can be maybe move the laptop okay that's over okay with me",
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              "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province. Il più noto fu il cosiddetto periodo dei tre regni, tra la dinastia Han e la dinastia Jin, che durò per 60 anni.",
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              "Le altre nomination includono miglior film, miglior regia, miglior fotografia, migliori costumi, miglior montaggio, migliore colonna sonora originale, migliore scenografia, miglior montaggio sonoro, miglior sonoro e migliore sceneggiatura originale.",
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              "In metropolitana gli annunci ordinari sono solo in catalano. Eventuali interruzioni del servizio non programmate vengono comunicate in un'ampia varietà di lingue tra cui spagnolo, inglese, francese, arabo e giapponese, grazie a un sistema automatico.",
              "In metropolitana gli annunci ordinari sono solo in catalano. Eventuali interruzioni del servizio non programmate vengono comunicate in un'ampia varietà di lingue tra cui spagnolo, inglese, francese, arabo e giapponese, grazie a un sistema automatico."
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              "Grazie al clima mite che caratterizza il Medio Oriente, la casa non era di fondamentale importanza.",
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              "Right. Okay. Um, and I might be a bit all over the place. Um. Right. Okay. And I might be a bit all over the place. Right. Our agenda for today. Do you want us to give you a second? Ah, no. That's okay. Sorry. Um. I'll go over what we decided last meeting. We decided upon a universal control, one handset for all TV, video equipment. That it was important that the product was accessible to a wide range of consumers, wide age range, not limiting anyone. We decided it was important to reflect the company's image in our product, Rupert fashion and electronics, you know, that kind of thing."
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              "Some sort of signal to change the state of the TV or other appliance that it's sending the signal to. So I decided I'd have a look at what other people have designed and try and take some inspiration from that. But although we will want to be taking ideas from other people, we want to make sure that our design stands out. And I thought that was something that, well, it wasn't really my area because I'm dealing with the inside, really. So yeah, I ran out of time, so I couldn't do this one as fun as the last one. And I found out that most controls use some form of infrared to send signals to the TV, presumably because of the cost issue of something like same thing that computers use wireless, and you don't need to send very much information. Most of them have",
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              "So all the components that I've put forward are low in cost, so that that should be good. It should should be different enough from the alternative products to get a good consumer base. We were talking about it before, and also just something that I was thinking about because they're small, they're also easy to lose. So if we could look into some way of, I don't know, some anti going down the side of the sofa thing that you could have. I that was just sort of a general point there. That's a very important point. It came up in our market research findings too, so I can refer to that. Alright. Okay. Whenever you like me to present. And yeah, that's that's what I came up with there. So. Thank you very much. Would you like to continue from there? that? Maybe move back to.",
              "So all the components that I've put forward are low in cost, so that that should be good. It should should be different enough from the alternative products to get a good consumer base. We were talking about it before, and also just something that I was thinking about because they're small, they're also easy to lose. So if we could look into some way of, I don't know, some anti going down the side of the sofa thing that you could have. I that was just sort of a general point there. That's a very important point. It came up in our market research findings too, so I can refer to that. Alright. Okay. Whenever you like me to present. And yeah, that's that's what I came up with there. So. Thank you very much. Would you like to continue from there? that? Maybe move back to."
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              "Se avete visto il film Il mistero dei Templari, potreste pensare che il sul retro della Dichiarazione d'Indipendenza sia disegnato una mappa del tesoro.",
              "Se avete visto il film Il mistero dei Templari, potreste pensare che il sul retro della Dichiarazione d'Indipendenza sia disegnato una mappa del tesoro."
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              "L'iniziativa contro le oscenità è stata finanziata dal Congresso a partire dall'anno fiscale 2005, con la specifica richiesta alle FBI di assegnare dieci agenti alla pornografia per adulti."
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              "Eppure gli uccelli hanno molte caratteristiche che li accomunano ai dinosauri.",
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              "Stando a quanto riferito, aveva circa 20 anni. Bieber ha dichiarato: \"Anche se non ero presente né direttamente coinvolto in questo terribile incidente, i miei pensieri e le mie preghiere vanno ai familiari della vittima.\"",
              "Stando a quanto riferito, aveva circa 20 anni. Bieber ha dichiarato: \"Anche se non ero presente né direttamente coinvolto in questo terribile incidente, i miei pensieri e le mie preghiere vanno ai familiari della vittima.\""
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              "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province. Il più noto fu il cosiddetto periodo dei tre regni, tra la dinastia Han e la dinastia Jin, che durò per 60 anni.",
              "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province. Il più noto fu il cosiddetto periodo dei tre regni, tra la dinastia Han e la dinastia Jin, che durò per 60 anni."
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              "L'interruzione del sonno è il processo di risveglio intenzionale che avviene durante il periodo di sonno normale a cui fa seguito una ripresa del sonno 10-60 minuti più tardi."
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              "È collegata, anche se solitamente non li comprende, allo sci touring o allo skimo, che vengono praticati su terreni scoscesi e richiedono sci e scarponi molto più rigidi.",
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              "Le altre nomination includono Miglior film, Miglior regia, Miglior fotografia, Migliori costumi, Miglior montaggio, Migliore colonna sonora originale, Migliore scenografia, Miglior montaggio sonoro, Miglior sonoro e Migliore sceneggiatura originale.",
              "Le altre nomination includono Miglior film, Miglior regia, Miglior fotografia, Migliori costumi, Miglior montaggio, Migliore colonna sonora originale, Migliore scenografia, Miglior montaggio sonoro, Miglior sonoro e Migliore sceneggiatura originale."
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              "In metropolitana gli annunci ordinari sono solo in catalano. Eventuali interruzioni del servizio non programmate vengono comunicate in un'ampia varietà di lingue tra cui spagnolo, inglese, francese, arabo e giapponese, grazie a un sistema automatico.",
              "In metropolitana gli annunci ordinari sono solo in catalano. Eventuali interruzioni del servizio non programmate vengono comunicate in un'ampia varietà di lingue tra cui spagnolo, inglese, francese, arabo e giapponese, grazie a un sistema automatico."
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          "Yeah. Yeah. Okay, hello everybody. I'm Sarah, the project manager, and this is our first meeting. Surprisingly enough. Okay, this is our agenda. We will do some stuff, get to know each other a bit better, feel more comfortable with each other. Then we'll go do tool training, talk about the project plan, discuss our own ideas and everything. And we've got twenty-five minutes to do that, as far as I can understand. Now we're developing a remote control."
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          "We're running out of blue. Okay, I'm not going to ask you to guess. I'm going to tell you that's supposed to be a tiger. And I see them as majestic, and independent. And proud. Now, who would like to go next? Me. Okay. Got. Where does this come from? There you go, power. Oh, yep. Thank you. Maybe you can guess what I'm trying to make."
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        "reference": "We're running out of blue Okay I'm not gonna ask you to guess I'm going to tell you that's supposed to be a tiger Mm And I see them Oh as sorry majestic Mm-hmm and independent and proud Now who would like to go next Yeah me 'Kay Cat Where did this come from Is that your lapel then Uh There you go yep Thank you Uh maybe you can guess what I'm trying to make"
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          "Oh dear, it doesn't look like what I want it to be. It's not a vampire bat, honestly. And somewhere there's a body behind. Okay. My dreadful—that's the worst. Yeah, it's meant to be an eagle, right? You can tell it's a flying animal. Could have been a seagull. I never thought of a seagull. An eagle. Um, again, I'm thinking on my feet. Goodness. I suppose they're also independent. I'd put that one down again. Dead end. Um. They're good at golf. Independent, right? Did you say they're good at golf? Yeah. Are they? Yeah. Eagle. Oh. Oh right. Okay. I'm not good at golf. I'll say they're quite free-spirited, flying around everywhere, doing their own thing.",
          "Oh dear, it doesn't look like what I want it to be. It's not a vampire bat, honestly. And somewhere there's a body behind. Okay. My dreadful—that's the worst. Yeah, it's meant to be an eagle, right? You can tell it's a flying animal. Could have been a seagull. I never thought of a seagull. An eagle. Um, again, I'm thinking on my feet. Goodness. I suppose they're also independent. I'd put that one down again. Dead end. Um. They're good at golf. Independent, right? Did you say they're good at golf? Yeah. Are they? Yeah. Eagle. Oh. Oh right. Okay. I'm not good at golf. I'll say they're quite free-spirited, flying around everywhere, doing their own thing."
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          "Right. Okay. And I might be a bit all over the place. Right. Our agenda for today. Do you want us to give you a second? No, that's okay. Sorry. I'll go over what we decided last meeting. We decided upon a universal control, one handset for all TV video equipment. That it was important that the product was accessible to wide ranges of consumers, wide age range, not limiting anyone. We decided it was important to reflect the company's image and our product, good fashion and electronics, you know, that kind of thing.",
          "Right. Okay. And I might be a bit all over the place. Right. Our agenda for today. Do you want us to give you a second? No, that's okay. Sorry. I'll go over what we decided last meeting. We decided upon a universal control, one handset for all TV video equipment. That it was important that the product was accessible to wide ranges of consumers, wide age range, not limiting anyone. We decided it was important to reflect the company's image and our product, good fashion and electronics, you know, that kind of thing."
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        "reference": "Right okay um this is our second meeting and I might be a bit all over the place Um right our agenda for today do you want us to give you a second Uh no that's okay sorry Okay um I'll go over what we decided last meeting Mm-hmm um we decided upon a universal control one handset for all T_V_ video equipment Sorry Um that it was important that the product was accessible to a wide range of consumers wide age range not limiting anyone We decided it was important to reflect the company's image in our product we put fashion in electronics you know that kind of s thing"
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          "Some sort of signal to change the state of the TV or other appliance that it's sending the signal to. So I decided I'd have a look at what other people have designed and try and take some inspiration from that. But although we will want to be taking ideas from other people, we want to make sure that our design stands out. And I thought that was something that, well, it wasn't really my area because I'm dealing with the inside, really. So yeah, I ran out of time, so I couldn't do this one as fun as the last one. And I found out that most controls use some form of infrared to send signals to the TV, presumably because of the cost issue of something like same thing that computers use wireless, and you don't need to send very much information. Most of them have",
          "Some sort of signal to change the state of the TV or other appliance that it's sending the signal to. So I decided I'd have a look at what other people have designed and try and take some inspiration from that. But although we will want to be taking ideas from other people, we want to make sure that our design stands out. And I thought that was something that, well, it wasn't really my area because I'm dealing with the inside, really. So yeah, I ran out of time, so I couldn't do this one as fun as the last one. And I found out that most controls use some form of infrared to send signals to the TV, presumably because of the cost issue of something like same thing that computers use wireless, and you don't need to send very much information. Most of them have"
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        "reference": "some sort of signal to change the state of the T_V_ or other appliance that it's sending the signal to Um so I decided I'd have a look at what th other people have designed and try and take some inspiration from that But uh although we will want to be taking ideas from other people we wanna make sure that our design stands out and I thought that was something that well it wasn't really my area because I'm dealing with the inside really So um yeah I ran out of time so I couldn't do this one as fun as the last one Um and uh I found out that most uh controls use some form of infrared to send signals to the T_V_ presumably because of the cost issue of uh something like uh the same thing that computers use wireless and you don't need to send very much information Um most of them are"
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          "So all the components that I've put forward are low in cost, so that that should be good. It should should be different enough from the alternative products to get a good consumer base. We were talking about it before, and also just something that I was thinking about because they're small, they're also easy to lose. So if we could look into some way of, I don't know, some anti going down the side of the sofa thing that you could have. I that was just sort of a general point there. That's a very important point. It came up in our market research findings too, so I can refer to that. Alright, okay. Whenever you like me to present. And yeah, that's that's what I came up with there. So. Thank you very much. Would you like to continue from there? Okay, maybe move that to a different.",
          "So all the components that I've put forward are low in cost, so that that should be good. It should should be different enough from the alternative products to get a good consumer base. We were talking about it before, and also just something that I was thinking about because they're small, they're also easy to lose. So if we could look into some way of, I don't know, some anti going down the side of the sofa thing that you could have. I that was just sort of a general point there. That's a very important point. It came up in our market research findings too, so I can refer to that. Alright, okay. Whenever you like me to present. And yeah, that's that's what I came up with there. So. Thank you very much. Would you like to continue from there? Okay, maybe move that to a different."
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        "reference": "so all the components that I've put forward are uh low in cost so that that should be good Um it should should be different enough um from the alternative products to get a good consumer base we were talking about it before and also just something that I was thinking about uh because they're small Mm they're also easy to lose so if we could look into some way of d dunno some anti-going down the side of the sofa Mm thing that you could have I th that was just sort of a general point there Mm And That's that's a very important uh part it came up yeah in our market research findings too so I can refer to that Alright okay whenever you like me to present and yeah that's that's what I came up with there so Okay if you thank wanna you very much Um would you like to continue Yep on from that Ooh 'Kay Or It can be maybe move the laptop okay that's over okay with me"
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          "Il blog è uno strumento che si prefigge di incoraggiare la collaborazione e sviluppare l'apprendimento degli studenti ben oltre la giornata scolastica normale."
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          "Se avete visto il film Il mistero dei Templari, potreste pensare che sul retro della dichiarazione d'indipendenza sia disegnata una mappa del tesoro."
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          "Con ioni idrogeno si intendono dei protoni cui sono stati strappati via gli elettroni, dato che gli atomi di idrogeno sono formati da un protone e da un elettrone."
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          "L'incidente è avvenuto in alta montagna e si ritiene sia stato causato da fuoco nemico.",
          "L'incidente è avvenuto in alta montagna e si ritiene sia stato causato da fuoco nemico."
        ],
        "reference": "l'incidente è avvenuto in alta montagna e si ritiene sia stato causato da fuoco nemico"
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          "In maniera analoga, agli uomini è richiesto di indossare pantaloni lunghi fin sotto le ginocchia.",
          "In maniera analoga, agli uomini è richiesto di indossare pantaloni lunghi fin sotto le ginocchia."
        ],
        "reference": "in maniera analoga agli uomini è richiesto di indossare pantaloni lunghi fin sotto le ginocchia"
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          "Se avete visto il film Il mistero dei Templari, potreste pensare che il sul retro della dichiarazione di indipendenza sia disegnato una mappa del tesoro.",
          "Se avete visto il film Il mistero dei Templari, potreste pensare che il sul retro della dichiarazione di indipendenza sia disegnato una mappa del tesoro."
        ],
        "reference": "se avete visto il film il mistero dei templari potreste pensare che sul retro della dichiarazione d'indipendenza sia disegnata una mappa del tesoro"
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          "L'iniziativa contro le oscenità è stata finanziata dal Congresso a partire dall'anno fiscale 2005, con la specifica richiesta alle FBI di assegnare dieci agenti alla pornografia per adulti.",
          "L'iniziativa contro le oscenità è stata finanziata dal Congresso a partire dall'anno fiscale 2005, con la specifica richiesta alle FBI di assegnare dieci agenti alla pornografia per adulti."
        ],
        "reference": "l'iniziativa contro le oscenità è stata finanziata dal congresso a partire dall'anno fiscale 2005 con la specifica richiesta all'fbi di assegnare 10 agenti alla pornografia per adulti"
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          "anche nelle elezioni parlamentari la maggioranza resta in mano al partito di governo l'organizzazione del popolo dell'Africa del Sudovest SWAPO",
          "anche nelle elezioni parlamentari la maggioranza resta in mano al partito di governo l'organizzazione del popolo dell'Africa del Sudovest SWAPO"
        ],
        "reference": "anche nelle elezioni parlamentari la maggioranza resta in mano al partito di governo l'organizzazione del popolo dell'africa del sud-ovest swapo"
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          "La grotta poggia sulla sommità di una delle montagne a nord della Mecca, completamente distaccata dal resto del mondo.",
          "La grotta poggia sulla sommità di una delle montagne a nord della Mecca, completamente distaccata dal resto del mondo."
        ],
        "reference": "la grotta poggia sulla sommità di una delle montagne a nord della mecca completamente distaccata dal resto del mondo"
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        "audioSeconds": 9.54,
        "id": "fleurs-it-1669-10",
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        "texts": [
          "Secondo il sovrintendente della polizia, Chandra Sekhar Solanki, gli imputati sono apparsi in tribunale con il volto coperto.",
          "Secondo il sovrintendente della polizia, Chandra Sekhar Solanki, gli imputati sono apparsi in tribunale con il volto coperto."
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        "reference": "secondo il sovrintendente della polizia chandra shekhar solanki gli imputati sono apparsi in tribunale con il volto coperto"
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          "Eppure gli uccelli hanno molte caratteristiche che li accomunano ai dinosauri.",
          "Eppure gli uccelli hanno molte caratteristiche che li accomunano ai dinosauri."
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        "reference": "eppure gli uccelli hanno molte caratteristiche che li accomunano ai dinosauri"
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          "stando a quanto riferito aveva circa vent'anni, Bieber ha dichiarato. Anche se non ero presente né direttamente coinvolto in questo terribile incidente, i miei pensieri e le mie preghiere vanno ai familiari della vittima.",
          "stando a quanto riferito aveva circa vent'anni, Bieber ha dichiarato. Anche se non ero presente né direttamente coinvolto in questo terribile incidente, i miei pensieri e le mie preghiere vanno ai familiari della vittima."
        ],
        "reference": "stando a quanto riferito aveva circa 20 anni bieber ha dichiarato anche se non ero presente né direttamente coinvolto in questo terribile incidente i miei pensieri e le mie preghiere vanno ai familiari della vittima"
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        "audioSeconds": 17.76,
        "id": "fleurs-it-1782-13",
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          "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province. Il più noto fu il cosiddetto periodo dei tre regni, tra la dinastia Han e la dinastia Jin, che durò per 60 anni.",
          "Anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province. Il più noto fu il cosiddetto periodo dei tre regni, tra la dinastia Han e la dinastia Jin, che durò per 60 anni."
        ],
        "reference": "anche gli intervalli tra le singole dinastie furono caratterizzati da periodi di instabilità e divisione tra le province il più noto fu il cosiddetto periodo dei tre regni tra la dinastia han e la dinastia jin che durò per 60 anni"
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        "audioSeconds": 15.9,
        "id": "fleurs-it-1773-14",
        "locale": "it-IT",
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          "l'interruzione del sonno è il processo di risveglio intenzionale che avviene durante il periodo di sonno normale a cui fa seguito una ripresa del sonno dieci sessanta minuti più tardi",
          "l'interruzione del sonno è il processo di risveglio intenzionale che avviene durante il periodo di sonno normale a cui fa seguito una ripresa del sonno dieci sessanta minuti più tardi"
        ],
        "reference": "l'interruzione del sonno è il processo di risveglio intenzionale che avviene durante il periodo di sonno normale a cui fa seguito una ripresa del sonno 10–60 minuti più tardi"
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        "audioSeconds": 19.38,
        "id": "fleurs-it-1944-15",
        "locale": "it-IT",
        "processingSeconds": [
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          "Si tratta di spiagge adatte alle famiglie, a volte un po' affollate, circondate da un'ampia scelta di negozi. Si può fare il bagno in modo sicuro.",
          "Si tratta di spiagge adatte alle famiglie, a volte un po' affollate, circondate da un'ampia scelta di negozi. Si può fare il bagno in modo sicuro."
        ],
        "reference": "si tratta di spiagge adatte alle famiglie a volte un po' affollate circondate da un'ampia scelta di negozi si può fare il bagno in modo sicuro"
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        "audioSeconds": 21.48,
        "id": "fleurs-it-1985-16",
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          "è collegata, anche se solitamente non li comprende, allo sci touring o allo skimo, che vengono praticati su terreni scoscesi e richiedono sci e scarponi molto più rigidi.",
          "è collegata, anche se solitamente non li comprende, allo sci touring o allo skimo, che vengono praticati su terreni scoscesi e richiedono sci e scarponi molto più rigidi."
        ],
        "reference": "è collegata anche se solitamente non li comprende allo sci touring o allo skimo che vengono praticati su terreni scoscesi e richiedono sci e scarponi molto più rigidi"
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        "audioSeconds": 18.78,
        "id": "fleurs-it-1789-17",
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        "processingSeconds": [
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        "texts": [
          "Le altre nomination includono miglior film, miglior regia, miglior fotografia, migliori costumi, miglior montaggio, migliore colonna sonora originale, migliore scenografia, miglior montaggio sonoro, miglior sonoro e migliore sceneggiatura originale.",
          "Le altre nomination includono miglior film, miglior regia, miglior fotografia, migliori costumi, miglior montaggio, migliore colonna sonora originale, migliore scenografia, miglior montaggio sonoro, miglior sonoro e migliore sceneggiatura originale."
        ],
        "reference": "le altre nomination includono miglior film miglior regia miglior fotografia migliori costumi miglior montaggio migliore colonna sonora originale migliore scenografia miglior montaggio sonoro miglior sonoro e migliore sceneggiatura originale"
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        "audioSeconds": 16.74,
        "id": "fleurs-it-1715-18",
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        "texts": [
          "In metropolitana gli annunci ordinari sono solo in catalano. Eventuali interruzioni del servizio non programmate vengono comunicate in un'ampia varietà di lingue tra cui spagnolo, inglese, francese, arabo e giapponese, grazie a un sistema automatico.",
          "In metropolitana gli annunci ordinari sono solo in catalano. Eventuali interruzioni del servizio non programmate vengono comunicate in un'ampia varietà di lingue tra cui spagnolo, inglese, francese, arabo e giapponese, grazie a un sistema automatico."
        ],
        "reference": "in metropolitana gli annunci ordinari sono solo in catalano eventuali interruzioni del servizio non programmate vengono comunicate in un'ampia varietà di lingue tra cui spagnolo inglese francese arabo e giapponese grazie a un sistema automatico"
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      {
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        "audioSeconds": 8.28,
        "id": "fleurs-it-1871-19",
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          "Grazie al clima mite che caratterizza il Medio Oriente, la casa non era di fondamentale importanza.",
          "Grazie al clima mite che caratterizza il Medio Oriente, la casa non era di fondamentale importanza."
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        "reference": "grazie al clima mite che caratterizza il medio oriente la casa non era di fondamentale importanza"
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    "protocol": "Same signed Debug app and verified audio; Qwen-only; Apple evidence disabled; two warm measured passes per fixture after a locale warmup; automatic diarization recomputed once per fixture",
    "caveat": "Changes speech-window segmentation, evidence-based text correction and fallback together; not an isolated timestamp ablation. Fixed order and a later process make timing directional."
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