Can we had n_filters to BaseDCUNet ?
See original GitHub issue❓ BaseDCUNet and DCCRN:
In the BaseDCUNet class which is also used for DCCRNet we assume that n_filters=stft_kernel_size.
def __init__(
self,
architecture,
stft_kernel_size=512,
stft_stride=None,
sample_rate=16000.0,
**masknet_kwargs,
):
self.architecture = architecture
self.stft_kernel_size = stft_kernel_size
self.stft_stride = stft_stride
self.masknet_kwargs = masknet_kwargs
encoder, decoder = make_enc_dec(
"stft",
kernel_size=stft_kernel_size,
n_filters=stft_kernel_size,
stride=stft_stride,
sample_rate=sample_rate,
)
In the DCCRN paper it’s said
3.2. Training setup and baselines For all of the models, the window length and hop size are 25 msand 6.25 ms, and the FFT length is 512.
To match the paper design, can we add n_filters as an argument of BaseDCUNet ?
Issue Analytics
- State:
- Created 3 years ago
- Reactions:1
- Comments:9
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Top GitHub Comments
Let’s start with adding
stft_n_filters
only because it’s backward compatible. We’ll see later about addingfb_name
, because it has other implications (as said by @JorisCos)I realize now that we did neither 1 or 2. We broke backward compat with the arguments but restricted the STFT. I’ll close, because adding
fb_name
was not the purpose of this issue.