add variables
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@@ -85,13 +85,13 @@ class AudioMathNode:
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B = getIndexTensorAlongDim(a['waveform'], 0)
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C = getIndexTensorAlongDim(a['waveform'], 1)
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T = getIndexTensorAlongDim(a['waveform'], 2)
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S = getIndexTensorAlongDim(a['waveform'], 2)
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variables = {
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'a': a['waveform'], 'b': bv['waveform'], 'c': cv['waveform'], 'd': dv['waveform'],
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'w': w, 'x': x, 'y': y, 'z': z,
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'B': B, 'C': C, 'T': T
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'B': B, 'C': C, 'S': S,'R': torch.full_like(S, a['sample_rate'], dtype=torch.float32), 'T' : torch.full_like(S, a['waveform'].shape[2], dtype=torch.float32)
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}
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input_stream = InputStream(AudioExpr)
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@@ -2,7 +2,7 @@ from tkinter import SE
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import torch
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import torch.special
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from ..helper_functions import freq_to_time, time_to_freq
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from ..helper_functions import freq_to_time, getIndexTensorAlongDim, time_to_freq
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from .MathExprVisitor import MathExprVisitor
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class TensorEvalVisitor(MathExprVisitor):
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@@ -137,7 +137,10 @@ class TensorEvalVisitor(MathExprVisitor):
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self.shape=(s[0],
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s[1],
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s[3] * hop_length)
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self.variables.remove('F')
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self.variables['T'] = getIndexTensorAlongDim(torch.zeros(self.shape),3)
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val = self.visit(ctx.expr());
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self.shape = s;
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return time_to_freq(val, n_fft, hop_length)
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@@ -146,13 +149,14 @@ class TensorEvalVisitor(MathExprVisitor):
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hop_length = 256
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n_fft = 512
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self.shape = (s[0],
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s[1],
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n_fft // 2 + 1, # Frequency bins
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s[2]//hop_length+1)
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self.variables.add('F',getIndexTensorAlongDim(torch.zeros(self.shape),2))
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self.variables['T'] = getIndexTensorAlongDim(torch.zeros(self.shape),3)
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val = self.visit(ctx.expr())
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return freq_to_time(val, n_fft, hop_length)
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self.shape = s;
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