Update app.py
Browse files
app.py
CHANGED
|
@@ -91,17 +91,18 @@ def transfer(audio):
|
|
| 91 |
checkpoint_path=ckpt_path,
|
| 92 |
config=config,
|
| 93 |
strict=False
|
| 94 |
-
)
|
| 95 |
|
| 96 |
encoder_src = src_model.encoder.to(device)
|
| 97 |
channelfeats_src = src_model.channelfeats.to(device)
|
| 98 |
channel_src = src_model.channel.to(device)
|
| 99 |
-
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
|
| 104 |
-
|
|
|
|
| 105 |
wav_transfer = wav_transfer.cpu().detach().numpy()[0, :]
|
| 106 |
return sr, wav_transfer
|
| 107 |
|
|
|
|
| 91 |
checkpoint_path=ckpt_path,
|
| 92 |
config=config,
|
| 93 |
strict=False
|
| 94 |
+
).eval()
|
| 95 |
|
| 96 |
encoder_src = src_model.encoder.to(device)
|
| 97 |
channelfeats_src = src_model.channelfeats.to(device)
|
| 98 |
channel_src = src_model.channel.to(device)
|
| 99 |
+
|
| 100 |
+
with torch.no_grad():
|
| 101 |
+
_, enc_hidden_src = encoder_src(
|
| 102 |
+
melspec_src.unsqueeze(0).unsqueeze(1).transpose(2, 3).to(device)
|
| 103 |
+
)
|
| 104 |
+
chfeats_src = channelfeats_src(enc_hidden_src)
|
| 105 |
+
wav_transfer = channel_src(wav_tar.unsqueeze(0), chfeats_src)
|
| 106 |
wav_transfer = wav_transfer.cpu().detach().numpy()[0, :]
|
| 107 |
return sr, wav_transfer
|
| 108 |
|