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Document type:
Konferenzbeitrag 
Author(s):
Kürzinger, Ludwig; Chavez Rosas, Edgar Ricardo; Li, Lujun; Watzel, Tobias; Rigoll, Gerhard 
Title:
Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech Recognition 
Abstract:
Recent advances in Automatic Speech Recognition (ASR) demonstrated how end-to-end systems are able to achieve state-of-the-art performance. There is a trend towards deeper neural networks, however those ASR models are also more complex and prone against specially crafted noisy data. Those Audio Adversarial Examples (AAE) were previously demonstrated on ASR systems that use Connectionist Temporal Classification (CTC), as well as attention-based encoder-decoder architectures. Following the idea of...    »
 
Editor:
Karpov, Alexey; Potapova, Rodmonga 
Book / Congress title:
Speech and Computer 
Publisher:
Springer International Publishing 
Publisher address:
Cham 
Year:
2020 
Month:
Sep 
Pages:
255--266 
Print-ISBN:
978-3-030-60276-5