{"action":"created","issue":{"url":"https://api.github.com/repos/ibab/tensorflow-wavenet/issues/112","repository_url":"https://api.github.com/repos/ibab/tensorflow-wavenet","labels_url":"https://api.github.com/repos/ibab/tensorflow-wavenet/issues/112/labels{/name}","comments_url":"https://api.github.com/repos/ibab/tensorflow-wavenet/issues/112/comments","events_url":"https://api.github.com/repos/ibab/tensorflow-wavenet/issues/112/events","html_url":"https://github.com/ibab/tensorflow-wavenet/issues/112","id":180128512,"number":112,"title":"Global condition and Local conditioning","user":{"login":"thomasmurphycodes","id":4368985,"avatar_url":"https://avatars.githubusercontent.com/u/4368985?v=3","gravatar_id":"","url":"https://api.github.com/users/thomasmurphycodes","html_url":"https://github.com/thomasmurphycodes","followers_url":"https://api.github.com/users/thomasmurphycodes/followers","following_url":"https://api.github.com/users/thomasmurphycodes/following{/other_user}","gists_url":"https://api.github.com/users/thomasmurphycodes/gists{/gist_id}","starred_url":"https://api.github.com/users/thomasmurphycodes/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/thomasmurphycodes/subscriptions","organizations_url":"https://api.github.com/users/thomasmurphycodes/orgs","repos_url":"https://api.github.com/users/thomasmurphycodes/repos","events_url":"https://api.github.com/users/thomasmurphycodes/events{/privacy}","received_events_url":"https://api.github.com/users/thomasmurphycodes/received_events","type":"User","site_admin":false},"labels":[{"id":444216532,"url":"https://api.github.com/repos/ibab/tensorflow-wavenet/labels/contributions%20wanted","name":"contributions wanted","color":"1d76db","default":false}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":33,"created_at":"2016-09-29T18:38:16Z","updated_at":"2016-11-01T05:35:15Z","closed_at":null,"body":"In the white paper, they mention conditioning to a particular speaker as an input they condition globally, and the TTS component as an up-sampled (deconvolution) conditioned locally. For the latter, they also mention that they tried just repeating the values, but found it worked less well than doing the deconvolutions.\n\nIs there effort underway to implement either of these? Practically speaking, implementing the local conditioning would allow us to begin to have this implementation speak recognizable words.\n"},"comment":{"url":"https://api.github.com/repos/ibab/tensorflow-wavenet/issues/comments/257492603","html_url":"https://github.com/ibab/tensorflow-wavenet/issues/112#issuecomment-257492603","issue_url":"https://api.github.com/repos/ibab/tensorflow-wavenet/issues/112","id":257492603,"user":{"login":"jyegerlehner","id":2138320,"avatar_url":"https://avatars.githubusercontent.com/u/2138320?v=3","gravatar_id":"","url":"https://api.github.com/users/jyegerlehner","html_url":"https://github.com/jyegerlehner","followers_url":"https://api.github.com/users/jyegerlehner/followers","following_url":"https://api.github.com/users/jyegerlehner/following{/other_user}","gists_url":"https://api.github.com/users/jyegerlehner/gists{/gist_id}","starred_url":"https://api.github.com/users/jyegerlehner/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jyegerlehner/subscriptions","organizations_url":"https://api.github.com/users/jyegerlehner/orgs","repos_url":"https://api.github.com/users/jyegerlehner/repos","events_url":"https://api.github.com/users/jyegerlehner/events{/privacy}","received_events_url":"https://api.github.com/users/jyegerlehner/received_events","type":"User","site_admin":false},"created_at":"2016-11-01T05:35:15Z","updated_at":"2016-11-01T05:35:15Z","body":"@alexbeloi @Zeta36 \r\n\r\nI think you two were both working on some global conditioning code. I've got  a branch with an implementation of global conditioning with a working test here. It does not implement anything in the file reader that reports back ID. I implemented the test with toy data, where we globally condition on a speaker id, where speaker id is 0, 1 or 2, and it generates a sine wave of a different frequency depending on which ID is chosen.\r\n\r\nI'd be just as happy to use one of your implementations instead of mine, especially since I think you've probably got the AudioReader modified to report speaker id and I don't have that. But I'd like to preserve the tests that I wrote. \r\n\r\nSo I'd like to know if you are still planning on contributing global conditioning, and have ideas on how to merge our various contributions.\r\n\r\n"}}
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