I am having two audio files and I am taking their 1D convolution. The output has 3 points for each audio file. I wanted to plot the outputs of both the files on the scatter plot but I am able to plot just the last output. Can anybody please help me to plot both the outputs?
path = 'C:/Users/....' for filename in glob.glob(os.path.join(path, '*.wav')): sample_rate,audio = wavfile.read(filename) x = audio z = x.reshape(1,audio.shape,1) z = tf.constant(z, dtype=tf.float32) print(x.shape) print(audio.shape) y = tf.keras.layers.Conv1D(1, 44095, activation='relu', input_shape=(1,audio.shape,1))(z) y=y.numpy() print(y) aa=y.reshape(-1) fig = plt.figure() ax = fig.add_subplot(111, projection='3d') ax.scatter(np.arange(3), aa, color = 'crimson') plt.show()
The plot that I am getting is:
You don’t really need 3d for your case, as you have index + feature, so you only need 2 dimensions for each point, you can use the default 2d plotting context and use:
# in the loop plt.scatter(np.arange(3), aa, color = 'crimson') # outside the loop plt.show()