How can you generate audio samples with a pretrained neural net like WaveNet

Question

Can you help me with the code for generating audio samples with a pre-trained neural net like WaveNet?

Answer 1

To generate audio samples with a pre-trained neural network like WaveNet, you can use the TensorFlowTTS library, which provides trained WaveNet models. Here is the code snippet you can refer to:

In the above code, we are using the pre-trained Model, which uses TFAutoModel to load the pre-trained WaveNet vocoder. Text to Mel helps Convert input text to a mel spectrogram using the AutoProcessor and Audio Generation, which uses wavelet inference() to synthesize audio samples.

Hence, this method allows you to generate high-quality audio with minimal setup.