{"action":"created","issue":{"url":"https://api.github.com/repos/ppwwyyxx/speaker-recognition/issues/31","repository_url":"https://api.github.com/repos/ppwwyyxx/speaker-recognition","labels_url":"https://api.github.com/repos/ppwwyyxx/speaker-recognition/issues/31/labels{/name}","comments_url":"https://api.github.com/repos/ppwwyyxx/speaker-recognition/issues/31/comments","events_url":"https://api.github.com/repos/ppwwyyxx/speaker-recognition/issues/31/events","html_url":"https://github.com/ppwwyyxx/speaker-recognition/issues/31","id":224125732,"number":31,"title":"Accuracy, number of enrolled speakers and length of speech samples","user":{"login":"qacollective","id":25289661,"avatar_url":"https://avatars3.githubusercontent.com/u/25289661?v=3","gravatar_id":"","url":"https://api.github.com/users/qacollective","html_url":"https://github.com/qacollective","followers_url":"https://api.github.com/users/qacollective/followers","following_url":"https://api.github.com/users/qacollective/following{/other_user}","gists_url":"https://api.github.com/users/qacollective/gists{/gist_id}","starred_url":"https://api.github.com/users/qacollective/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/qacollective/subscriptions","organizations_url":"https://api.github.com/users/qacollective/orgs","repos_url":"https://api.github.com/users/qacollective/repos","events_url":"https://api.github.com/users/qacollective/events{/privacy}","received_events_url":"https://api.github.com/users/qacollective/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2017-04-25T12:47:42Z","updated_at":"2017-06-20T17:35:48Z","closed_at":null,"body":"Hello!\r\n\r\nFirstly, congratulations on a fantastic project.  It is the ONLY project on the Internet that is practical, easy to understand and able to operate in real time.  Awesome stuff!  :+1:  I hope my Dockerfile helps.  I'm happy to answer any issues you have about that. Soon, I'll put the image binary on the docker hub so anyone can just download a pre-built version, if that's okay by you.\r\n\r\nI would like to be able to recognize hundreds, possibly thousands of speakers, so I read section 5.6 'Accuracy Curve on Different Number of Speakers' of your complete report with high interest.  For each of my speakers, I will have 60 to 600+ seconds of speech for enroll data.  \r\n\r\nCould you please give me some advice on a few questions?  Sorry if they seem silly, I'm very new to this.\r\n\r\n1) With enroll data, I understand that generally, 'more is better' per speaker.  However, how many seconds do you think becomes too much (no longer having benefit)?\r\n\r\n2) I note that you tested with up to 80 speakers and up to 5 seconds of enroll data (did I read your graph on p.18 correctly ... 5s = 5seconds?).  If I were to enroll and predict on a far larger set of speakers, like 600, am I right to expect that the accuracy in the downward trend on p.19 would continue?\r\n\r\n3) What is the relationship between volume of enroll data per speaker and number of speakers?  e.g. if my accuracy got too low with 200 speakers, could I fix that by adding enroll data for those 200 speakers?\r\n\r\nIn these 3 questions, I am simply trying to understand the best solution for my problem - so if you have any general advice outside these questions - that would be much appreciated!\r\n\r\nThank you in advance!  I hope to help contribute to your project if I ever can!\r\nAndrew (安德鲁)"},"comment":{"url":"https://api.github.com/repos/ppwwyyxx/speaker-recognition/issues/comments/309832292","html_url":"https://github.com/ppwwyyxx/speaker-recognition/issues/31#issuecomment-309832292","issue_url":"https://api.github.com/repos/ppwwyyxx/speaker-recognition/issues/31","id":309832292,"user":{"login":"ppwwyyxx","id":1381301,"avatar_url":"https://avatars0.githubusercontent.com/u/1381301?v=3","gravatar_id":"","url":"https://api.github.com/users/ppwwyyxx","html_url":"https://github.com/ppwwyyxx","followers_url":"https://api.github.com/users/ppwwyyxx/followers","following_url":"https://api.github.com/users/ppwwyyxx/following{/other_user}","gists_url":"https://api.github.com/users/ppwwyyxx/gists{/gist_id}","starred_url":"https://api.github.com/users/ppwwyyxx/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ppwwyyxx/subscriptions","organizations_url":"https://api.github.com/users/ppwwyyxx/orgs","repos_url":"https://api.github.com/users/ppwwyyxx/repos","events_url":"https://api.github.com/users/ppwwyyxx/events{/privacy}","received_events_url":"https://api.github.com/users/ppwwyyxx/received_events","type":"User","site_admin":false},"created_at":"2017-06-20T17:35:48Z","updated_at":"2017-06-20T17:35:48Z","body":"Looks like you also need tiff library headers as dependency."}}
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