Update audio_style_transfer/models/timedomain.py

audio_style_transfer/models/timedomain.py

@@ -238,8 +238,8 @@ def compute_stylization(kernels,
                 layer_i + 1])
         loss = content_loss + style_loss
         if optimizer == 'bfgs':
-            opt = tf.contrib.opt.ScipyOptimizerInterface(
-                loss, method='L-BFGS-B', options={'maxiter': iterations})
+             opt = tf.compat.v1.train.AdamOptimizer(
+                learning_rate=learning_rate).minimize(loss)
             # Optimization
             with tf.compat.v1.Session() as sess:
                 sess.run(tf.compat.v1.initialize_all_variables())