Comments (1)
Hi, I've added an issue on this in #4.
The problem is that the dilated convolution used by WaveNet isn't as efficiently implemented in TensorFlow as regular convolution, so it's easy to run out of memory.
Note that reducing the number of files won't help, as we only load a single file at a time by default.
from tensorflow-wavenet.
Related Issues (20)
- how dialated convolution actually work ?
- How to stop and resume training HOT 2
- Problem on runing it on colab HOT 2
- generate.py very slow with GPU HOT 1
- TypeError: cast() missing 1 required positional argument: 'dtype'
- tensorboard result: the generated audio of generate.py is 0 seconds
- Understanding convolution kernels in dilation layers HOT 4
- TypeError: Value passed to parameter 'indices' has DataType float32 not in list of allowed values: uint8, int32, int64 HOT 1
- I failed to download the dataset, how should I resolve the voice HOT 1
- My loss function fluctuates like crazy.
- Colab problem: continue previous training HOT 4
- problem on generate only noise HOT 5
- testing much worse than training?
- QUESTION How long does it take to generate one sample? HOT 1
- Module 'tensorflow' has no attribute 'placeholder' HOT 8
- Why is there no activation function applied to the 1x1 conv that produces the dense output?
- ModuleNotFoundError: No module named 'tensorflow.contrib' HOT 1
- about loading VCTK_Corpus dataset?
- Project dependencies may have API risk issues
- Training wavenet to rap?
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from tensorflow-wavenet.