{"action":"created","issue":{"url":"https://api.github.com/repos/SeanNaren/CTCSpeechRecognition/issues/39","repository_url":"https://api.github.com/repos/SeanNaren/CTCSpeechRecognition","labels_url":"https://api.github.com/repos/SeanNaren/CTCSpeechRecognition/issues/39/labels{/name}","comments_url":"https://api.github.com/repos/SeanNaren/CTCSpeechRecognition/issues/39/comments","events_url":"https://api.github.com/repos/SeanNaren/CTCSpeechRecognition/issues/39/events","html_url":"https://github.com/SeanNaren/CTCSpeechRecognition/issues/39","id":166845879,"number":39,"title":"Using a Custom Dataset","user":{"login":"shantanudev","id":6792587,"avatar_url":"https://avatars.githubusercontent.com/u/6792587?v=3","gravatar_id":"","url":"https://api.github.com/users/shantanudev","html_url":"https://github.com/shantanudev","followers_url":"https://api.github.com/users/shantanudev/followers","following_url":"https://api.github.com/users/shantanudev/following{/other_user}","gists_url":"https://api.github.com/users/shantanudev/gists{/gist_id}","starred_url":"https://api.github.com/users/shantanudev/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/shantanudev/subscriptions","organizations_url":"https://api.github.com/users/shantanudev/orgs","repos_url":"https://api.github.com/users/shantanudev/repos","events_url":"https://api.github.com/users/shantanudev/events{/privacy}","received_events_url":"https://api.github.com/users/shantanudev/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":4,"created_at":"2016-07-21T15:18:16Z","updated_at":"2016-07-21T17:07:21Z","closed_at":null,"body":"Hi Sean,\r\n\r\nI was trying to tweak your code to incorporate the Librispeech dataset, which has ~1000 hours of data (http://www.openslr.org/12/). However, for some reason the loss shows 'nan' after a few epochs. It is most likely something to do with how I am processing the data. I was hoping if you had any advice."},"comment":{"url":"https://api.github.com/repos/SeanNaren/CTCSpeechRecognition/issues/comments/234318897","html_url":"https://github.com/SeanNaren/CTCSpeechRecognition/issues/39#issuecomment-234318897","issue_url":"https://api.github.com/repos/SeanNaren/CTCSpeechRecognition/issues/39","id":234318897,"user":{"login":"fanskyer","id":7462069,"avatar_url":"https://avatars.githubusercontent.com/u/7462069?v=3","gravatar_id":"","url":"https://api.github.com/users/fanskyer","html_url":"https://github.com/fanskyer","followers_url":"https://api.github.com/users/fanskyer/followers","following_url":"https://api.github.com/users/fanskyer/following{/other_user}","gists_url":"https://api.github.com/users/fanskyer/gists{/gist_id}","starred_url":"https://api.github.com/users/fanskyer/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fanskyer/subscriptions","organizations_url":"https://api.github.com/users/fanskyer/orgs","repos_url":"https://api.github.com/users/fanskyer/repos","events_url":"https://api.github.com/users/fanskyer/events{/privacy}","received_events_url":"https://api.github.com/users/fanskyer/received_events","type":"User","site_admin":false},"created_at":"2016-07-21T17:07:21Z","updated_at":"2016-07-21T17:07:21Z","body":"i found clamp the gradient also helps, also you'll need to gradually lower the gradient for every several epoch [baidu did divide 1.2 for each epoch, but their data is quite large]"}}
{"actor":{"display_login":"fanskyer"}}