{"action":"created","issue":{"url":"https://api.github.com/repos/r9y9/wavenet_vocoder/issues/7","repository_url":"https://api.github.com/repos/r9y9/wavenet_vocoder","labels_url":"https://api.github.com/repos/r9y9/wavenet_vocoder/issues/7/labels{/name}","comments_url":"https://api.github.com/repos/r9y9/wavenet_vocoder/issues/7/comments","events_url":"https://api.github.com/repos/r9y9/wavenet_vocoder/issues/7/events","html_url":"https://github.com/r9y9/wavenet_vocoder/issues/7","id":289125304,"number":7,"title":"Parallel WaveNet","user":{"login":"DabiaoMa","id":24405575,"avatar_url":"https://avatars0.githubusercontent.com/u/24405575?v=4","gravatar_id":"","url":"https://api.github.com/users/DabiaoMa","html_url":"https://github.com/DabiaoMa","followers_url":"https://api.github.com/users/DabiaoMa/followers","following_url":"https://api.github.com/users/DabiaoMa/following{/other_user}","gists_url":"https://api.github.com/users/DabiaoMa/gists{/gist_id}","starred_url":"https://api.github.com/users/DabiaoMa/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/DabiaoMa/subscriptions","organizations_url":"https://api.github.com/users/DabiaoMa/orgs","repos_url":"https://api.github.com/users/DabiaoMa/repos","events_url":"https://api.github.com/users/DabiaoMa/events{/privacy}","received_events_url":"https://api.github.com/users/DabiaoMa/received_events","type":"User","site_admin":false},"labels":[{"id":825528170,"url":"https://api.github.com/repos/r9y9/wavenet_vocoder/labels/discussion","name":"discussion","color":"d4c5f9","default":false}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":13,"created_at":"2018-01-17T02:46:39Z","updated_at":"2018-03-02T06:08:48Z","closed_at":null,"author_association":"NONE","body":"Hi,\r\n\r\nI am currently working on parallel WaveNet and noticed that it is one of your planned TODOS. \r\n\r\nTill now I can only generate wavs that are distinguishable but with a lot of noise. From my experience, the power loss is really crucial, and we need to do sufficient sampling per step to approximately compute the cross entropy term(If not sufficient, the high variance of gradients probably makes the model collapse).\r\n\r\nDo you have anything in mind that may help? Thanks"},"comment":{"url":"https://api.github.com/repos/r9y9/wavenet_vocoder/issues/comments/369831030","html_url":"https://github.com/r9y9/wavenet_vocoder/issues/7#issuecomment-369831030","issue_url":"https://api.github.com/repos/r9y9/wavenet_vocoder/issues/7","id":369831030,"user":{"login":"zhf459","id":8691353,"avatar_url":"https://avatars2.githubusercontent.com/u/8691353?v=4","gravatar_id":"","url":"https://api.github.com/users/zhf459","html_url":"https://github.com/zhf459","followers_url":"https://api.github.com/users/zhf459/followers","following_url":"https://api.github.com/users/zhf459/following{/other_user}","gists_url":"https://api.github.com/users/zhf459/gists{/gist_id}","starred_url":"https://api.github.com/users/zhf459/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/zhf459/subscriptions","organizations_url":"https://api.github.com/users/zhf459/orgs","repos_url":"https://api.github.com/users/zhf459/repos","events_url":"https://api.github.com/users/zhf459/events{/privacy}","received_events_url":"https://api.github.com/users/zhf459/received_events","type":"User","site_admin":false},"created_at":"2018-03-02T06:08:48Z","updated_at":"2018-03-02T06:08:48Z","author_association":"NONE","body":"@npuichigo hi, what's the meaning of the description of  working out the  kld loss?\r\n![question](https://user-images.githubusercontent.com/8691353/36885634-2a18642e-1e23-11e8-9851-2cc2e1583af7.jpg)\r\n"}}
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