Before revision:  In our previous work, sounds are generated in the time domain using SampleRNN . However, it is difficult to capture long-range dependencies within sound recordings using this method .
After revision:  In our previous work, sounds are generated in the time domain using SampleRNN . However, it is difficult to capture long-range dependencies within sounds as it only back-propagates through a limited number of samples .