10_9.py

import random
ind = np.random.randint(0,len(x_val)-1)

random_music = x_val[ind]

predictions=[]
for i in range(10):

    random_music = random_music.reshape(1,no_of_timesteps)

    prob  = model.predict(random_music)[0]
    y_pred= np.argmax(prob,axis=0)
    predictions.append(y_pred)

    random_music = np.insert(random_music[0],len(random_music[0]),y_pred)
    random_music = random_music[1:]
    
print(predictions)