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README.md
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265 real-world recordings for measuring how a second voice breaks speech-to-text, and how much Krisp Voice Isolation fixes it. Three scenarios, 47 speakers, real rooms, real headsets. No synthetic mixing.
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## Why this dataset exists
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All recordings were made by the Krisp team in real environments, on the hardware people actually use. For the call-center set we recorded inside active call centers during their normal workflow. Nothing was mixed or augmented afterwards.
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#### Work
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Typical work-from-home and office-meeting situations. Recorded in furnished small rooms (under 10 m²), medium rooms (10–20 m²), large rooms (over 20 m²), and open-space offices. The secondary voice is a colleague, a family member, or someone sharing the space.
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29 speakers (15 female, 14 male) on 24 audio devices, from professional headsets to consumer earbuds and gaming headsets. Scripts are longer and denser than the call-center set: proper names, numbers, dates, and terms.
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*Jabra Evolve 10, Jabra Evolve 20 MS, Jabra Evolve2 40, Jabra Evolve 75se, Jabra Engage 50, Poly Blackwire 8225, Poly Voyager Focus, Mpow HC5, Apple AirPods, Apple EarPods, Bose QC35, JBL Tune 500BT, JBL Tune 710BT, Soundcore Life Q30, Soundcore P25i, Samsung Galaxy Buds Live, Redmi Buds 3 Lite, Logitech G435, Logitech G733, Logitech Zone Vibe 100, Razer BlackShark V3 Pro, Livey 805DM, Cyber Acoustics AC-204TR*
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#### Call Center
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Recorded inside real call center environments across **4 distinct locations**, each contributing its own background noise profile — ambient chatter from neighboring agents, keyboard typing, phone rings, and general office activity.
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7 speakers (4 female, 3 male) on professional headsets. 28 scripts cover agent–customer calls in banking, insurance, healthcare, IT support, telecom, e-commerce, travel, and more. Only the agent side is recorded.
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*Jabra Biz 1500, Jabra Evolve 10, Jabra Evolve2 30, Jabra Evolve2 40, Cyber Acoustics AC-204TR, Cyber Acoustics AC-304TR, Livey 410DM Plus, Livey 500DM AINC, Livey 805DM, Logitech H340, Poly Blackwire 8225, Telekonnectors FS V2, Telekonnectors Sirius QD*
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#### Phone Calls
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Speakers on the move: driving, walking outdoors, commuting, or inside shops and cafés. Most recordings come from cars, the most common mobile calling environment. The challenge is the signal itself, not a second speaker: Bluetooth car microphones, phones on speaker far from the mouth, earbuds in a moving vehicle, telephony codecs, and low bandwidth on top of street noise, music, cabin rumble, and crowd chatter.
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26 speakers (10 female, 16 male) on 18 phone models, recorded from 17 car models as well as on foot and in public spaces.
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*iPhone 13, iPhone 13 Pro Max, iPhone 14, iPhone 14 Pro, iPhone 15, iPhone 15 Pro, iPhone 15 Pro Max, iPhone 16, iPhone 16 Pro, iPhone 17, iPhone 17 Pro, Samsung Galaxy S7, Samsung Galaxy S25, Samsung Fold 7, Sony Xperia 5 IV, Redmi 13C, Honor 400 Pro, OnePlus 12*
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## Annotations
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Every recording ships with a hand-written transcript, verified by human annotators. Transcripts capture speech
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#### Audio segment labels
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265 real-world recordings for measuring how a second voice breaks speech-to-text, and how much Krisp Voice Isolation fixes it. Three scenarios, 47 speakers, real rooms, real headsets. No synthetic mixing.
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<h4><span style="color:#7a54cf">265 recordings · 47 speakers · 3 scenarios · 65 scripts</span></h4>
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## Why this dataset exists
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All recordings were made by the Krisp team in real environments, on the hardware people actually use. For the call-center set we recorded inside active call centers during their normal workflow. Nothing was mixed or augmented afterwards.
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### Work
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<h4><span style="color:#7a54cf">96 recordings · 29 speakers · 24 devices · 4 room types · 17 scripts</span></h4>
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Typical work-from-home and office-meeting situations. Recorded in furnished small rooms (under 10 m²), medium rooms (10–20 m²), large rooms (over 20 m²), and open-space offices. The secondary voice is a colleague, a family member, or someone sharing the space.
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29 speakers (15 female, 14 male) on 24 audio devices, from professional headsets to consumer earbuds and gaming headsets. Scripts are longer and denser than the call-center set: proper names, numbers, dates, and terms.
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*Audio devices used*<br>
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*Jabra Evolve 10, Jabra Evolve 20 MS, Jabra Evolve2 40, Jabra Evolve 75se, Jabra Engage 50, Poly Blackwire 8225, Poly Voyager Focus, Mpow HC5, Apple AirPods, Apple EarPods, Bose QC35, JBL Tune 500BT, JBL Tune 710BT, Soundcore Life Q30, Soundcore P25i, Samsung Galaxy Buds Live, Redmi Buds 3 Lite, Logitech G435, Logitech G733, Logitech Zone Vibe 100, Razer BlackShark V3 Pro, Livey 805DM, Cyber Acoustics AC-204TR*
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### Call Center
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<h4><span style="color:#7a54cf">106 recordings · 7 speakers · 13 headsets · 4 locations · 28 scripts</span></h4>
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Recorded inside real call center environments across **4 distinct locations**, each contributing its own background noise profile — ambient chatter from neighboring agents, keyboard typing, phone rings, and general office activity.
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7 speakers (4 female, 3 male) on professional headsets. 28 scripts cover agent–customer calls in banking, insurance, healthcare, IT support, telecom, e-commerce, travel, and more. Only the agent side is recorded.
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*Audio devices used*<br>
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*Jabra Biz 1500, Jabra Evolve 10, Jabra Evolve2 30, Jabra Evolve2 40, Cyber Acoustics AC-204TR, Cyber Acoustics AC-304TR, Livey 410DM Plus, Livey 500DM AINC, Livey 805DM, Logitech H340, Poly Blackwire 8225, Telekonnectors FS V2, Telekonnectors Sirius QD*
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### Phone Calls
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<h4><span style="color:#7a54cf">63 recordings · 26 speakers · 18 phones · 4 location types · 20 scripts</span></h4>
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Speakers on the move: driving, walking outdoors, commuting, or inside shops and cafés. Most recordings come from cars, the most common mobile calling environment. The challenge is the signal itself, not a second speaker: Bluetooth car microphones, phones on speaker far from the mouth, earbuds in a moving vehicle, telephony codecs, and low bandwidth on top of street noise, music, cabin rumble, and crowd chatter.
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26 speakers (10 female, 16 male) on 18 phone models, recorded from 17 car models as well as on foot and in public spaces.
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*Phones used*<br>
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*iPhone 13, iPhone 13 Pro Max, iPhone 14, iPhone 14 Pro, iPhone 15, iPhone 15 Pro, iPhone 15 Pro Max, iPhone 16, iPhone 16 Pro, iPhone 17, iPhone 17 Pro, Samsung Galaxy S7, Samsung Galaxy S25, Samsung Fold 7, Sony Xperia 5 IV, Redmi 13C, Honor 400 Pro, OnePlus 12*
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## Annotations
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Every recording ships with a hand-written transcript, verified by human annotators. Transcripts capture speech exactly as spoken: hesitations, false starts, and self-corrections stay in. Partial words and restarts such as `ano.., astonishing` or `rec.. resolved` are kept, so ground truth is what was said, not a cleaned-up version.
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#### Audio segment labels
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