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# machine-learning
  • u

    user

    03/20/2021, 10:46 AM
    It's a tts software
  • m

    Monero

    03/22/2021, 10:33 AM
    yeah I tried and failed just going to stick with this tts since the model I was training was Eminem and the one you guys releases sound so much better than mine 😄
  • z

    zwf

    03/22/2021, 3:14 PM
    Oh I didn't realize you were working on an eminem voice!
  • u

    user

    03/22/2021, 3:14 PM
    i released a voice dataset
  • u

    user

    03/23/2021, 9:37 PM
    directML is something like enviroment
  • z

    zwf

    03/23/2021, 9:39 PM
    really just the
    tf.enable_eager_execution ...
    line and the
    tf.add()
    line
  • z

    zwf

    03/23/2021, 9:39 PM
    try running just those in a python console.
  • u

    user

    03/23/2021, 9:40 PM
    not on anaconda?
  • u

    user

    03/23/2021, 9:40 PM
    ?
  • z

    zwf

    03/23/2021, 9:42 PM
    yeah, anaconda
  • z

    zwf

    03/23/2021, 9:42 PM
    same thing
  • u

    user

    03/23/2021, 9:44 PM
    do u need to see the sv2tts startup console?
  • u

    user

    03/23/2021, 9:44 PM
    how i start the sv2tts
  • u

    user

    03/23/2021, 9:44 PM
    ?
  • z

    zwf

    03/23/2021, 9:45 PM
    don't worry about starting sv2tts for now - let's just see if the DirectML setup is working as expected
  • z

    zwf

    03/23/2021, 9:46 PM
    You should see something like
  • z

    zwf

    03/23/2021, 9:46 PM
    Copy code
    2020-06-15 11:27:18.235973: I tensorflow/core/common_runtime/dml/dml_device_factory.cc:45] DirectML device enumeration: found 1 compatible adapters. 
    
    2020-06-15 11:27:18.240065: I tensorflow/core/common_runtime/dml/dml_device_factory.cc:32] DirectML: creating device on adapter 0 (AMD Radeon VII) 
    
    2020-06-15 11:27:18.323949: I tensorflow/stream_executor/platform/default/dso_loader.cc:60] Successfully opened dynamic library DirectMLba106a7c621ea741d2159d8708ee581c11918380.dll 
    
    2020-06-15 11:27:18.337830: I tensorflow/core/common_runtime/eager/execute.cc:571] Executing op Add in device /job:localhost/replica:0/task:0/device:DML:0 
    
    tf.Tensor([4. 6.], shape=(2,), dtype=float32)
  • u

    user

    03/23/2021, 9:46 PM
    i installed directML and the python script still using my ypu
  • u

    user

    03/23/2021, 9:46 PM
    CPU*
  • u

    user

    03/23/2021, 9:46 PM
    what is this?
  • z

    zwf

    03/23/2021, 9:47 PM
    These are log lines generated from the
    tf.add()
    call, which tell us that that operation was executed on the DML device. I got it from: https://docs.microsoft.com/en-us/windows/win32/direct3d12/gpu-tensorflow-windows
  • z

    zwf

    03/25/2021, 1:16 AM
    https://developer.nvidia.com/blog/generate-natural-sounding-speech-from-text-in-real-time/
  • z

    zwf

    03/25/2021, 1:16 AM
    ^ useful starting point
  • d

    DeletedUser

    03/25/2021, 6:19 AM
    Is there a GitHub for pre trained models that you have? Also is Uberduck using tacotron2?
  • d

    DeletedUser

    03/25/2021, 7:05 PM
    @User
  • z

    zwf

    03/25/2021, 7:08 PM
    It's using tacotron2 for now, but that might change. I haven't released any pretrained models.
  • d

    DeletedUser

    03/25/2021, 7:15 PM
    Okay thanks! Do you have an estimated time it took you to train steve harvey? Did you only use the steve harvey voice samples .zip plus transcript for training?
  • z

    zwf

    03/25/2021, 7:16 PM
    yep! all my models are fine-tuned on a dataset from half an hour to 5 hours after initial training on LJSpeech.
  • z

    zwf

    03/25/2021, 7:16 PM
    I think Steve is 2 hours or so
  • d

    DeletedUser

    03/25/2021, 7:18 PM
    Okay thanks! I am newer to machine learning as a computer science major. Thanks for the help!
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