@InProceedings{Gökgöz2021_1108,
<br/>   author = {Fahrettin Gökgöz and Mahmoud Hashem},
<br/>   booktitle = {Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2021},
<br/>   title = {Investigating the scarce data and resources problem for speech recognition using transfer learning and data augmentation},
<br/>   year = {2021},
<br/>   editor = {Stefan Hillmann and Benjamin Weiss and Thilo Michael and Sebastian Möller},
<br/>   month = mar,
<br/>   pages = {120--127},
<br/>   publisher = {TUDpress, Dresden},
<br/>   abstract  = {We investigate the effect of the transfer learning procedure on e2e Automatic Speech Recognition systems using a limited amount of data. We use a DeepSpeech inspired base-line in our experiments and based on different transfer learning techniques. Our experimental results indicate the benefit of the augmented progressive transfer method in minimizing the over-fitting and improving the accuracy.},
<br/>   isbn = {978-3-959082-27-3},
<br/>   issn = {0940-6832},
<br/>   keywords = {Automatische Spracherkennung},
<br/>   url = {https://www.essv.de/pdf/2021_120_127.pdf},
<br/>}