Gleb Pobudzey

Pinecone currently creates embeddings serially when calling `add_texts`. It's slow and unnecessary because all embeddings classes have a `from_documents` method that creates them in batches. If no one is working...

[Feature] Support Short-Time Fourier Transforms

8

Short-Time Fourier Transforms (STFT) and its inverse are used extensively in signal processing. Function definition will match scipy: https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.stft.html https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.istft.html

Wrong kernel sizes in the JDC model

1

It looks like the JDC model is implemented incorrectly. The comments don't reflect the shapes of the actual tensors, and the input to the first LSTM layer is of shape...

## Proposed changes Added groups to 2-D convolutions for **some** kernel specializations. Also fixed 1D grouped convs with different kernel strides and added more tests. Can close out #100 Performance...