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examples/clean_unet_aishell/step_2_train_model.py
CHANGED
@@ -229,6 +229,7 @@ def main():
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print(f"noisy_audios shape: {noisy_audios.shape}, dtype: {noisy_audios.dtype}")
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enhanced_audios = model.forward(noisy_audios)
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print(f"enhanced_audios shape: {enhanced_audios.shape}, dtype: {enhanced_audios.dtype}")
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ae_loss = ae_loss_fn(enhanced_audios, clean_audios)
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@@ -291,6 +292,7 @@ def main():
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enhanced_audios = model.forward(noisy_audios)
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enhanced_audios = torch.squeeze(enhanced_audios, dim=1)
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ae_loss = ae_loss_fn(enhanced_audios, enhanced_audios)
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sc_loss, mag_loss = mr_stft_loss_fn(enhanced_audios.squeeze(1), clean_audios.squeeze(1))
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print(f"noisy_audios shape: {noisy_audios.shape}, dtype: {noisy_audios.dtype}")
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enhanced_audios = model.forward(noisy_audios)
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enhanced_audios = torch.squeeze(enhanced_audios, dim=1)
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print(f"enhanced_audios shape: {enhanced_audios.shape}, dtype: {enhanced_audios.dtype}")
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ae_loss = ae_loss_fn(enhanced_audios, clean_audios)
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enhanced_audios = model.forward(noisy_audios)
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enhanced_audios = torch.squeeze(enhanced_audios, dim=1)
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ae_loss = ae_loss_fn(enhanced_audios, enhanced_audios)
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sc_loss, mag_loss = mr_stft_loss_fn(enhanced_audios.squeeze(1), clean_audios.squeeze(1))
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