roychao19477 commited on
Commit
718c79c
·
1 Parent(s): 20cc48b

Fix spectrogram issue

Browse files
Files changed (1) hide show
  1. app.py +3 -2
app.py CHANGED
@@ -60,7 +60,8 @@ def enhance(filepath, model_name):
60
  model.eval()
61
  with torch.no_grad():
62
  # load & resample
63
- wav, orig_sr = librosa.load(filepath, sr=None)
 
64
  if orig_sr != 16000:
65
  wav = librosa.resample(wav, orig_sr=orig_sr, target_sr=16000)
66
  x = torch.from_numpy(wav).float().to(device)
@@ -102,7 +103,7 @@ def enhance(filepath, model_name):
102
  fig, axs = plt.subplots(1, 2, figsize=(16, 4))
103
 
104
  # noisy
105
- D_noisy = librosa.stft(wav, n_fft=1024, hop_length=512)
106
  S_noisy = librosa.amplitude_to_db(np.abs(D_noisy), ref=np.max)
107
  librosa.display.specshow(S_noisy, sr=orig_sr, hop_length=512, x_axis="time", y_axis="hz", ax=axs[0], vmax=0)
108
  axs[0].set_title("Noisy Spectrogram")
 
60
  model.eval()
61
  with torch.no_grad():
62
  # load & resample
63
+ noisy_wav, orig_sr = librosa.load(filepath, sr=None)
64
+ wav = noisy_wav
65
  if orig_sr != 16000:
66
  wav = librosa.resample(wav, orig_sr=orig_sr, target_sr=16000)
67
  x = torch.from_numpy(wav).float().to(device)
 
103
  fig, axs = plt.subplots(1, 2, figsize=(16, 4))
104
 
105
  # noisy
106
+ D_noisy = librosa.stft(noisy_wav, n_fft=1024, hop_length=512)
107
  S_noisy = librosa.amplitude_to_db(np.abs(D_noisy), ref=np.max)
108
  librosa.display.specshow(S_noisy, sr=orig_sr, hop_length=512, x_axis="time", y_axis="hz", ax=axs[0], vmax=0)
109
  axs[0].set_title("Noisy Spectrogram")