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Ziyue Xiang

2 accepted papers

2023

ASSD: Synthetic Speech Detection in the AAC Compressed Domain

ICASSP 2023accepted

Synthetic human speech signals have become very easy to generate given modern text-to-speech methods. When these signals are shared on social media they are often compressed using the Advanced Audio Coding (AAC) standard. Our goal is to study if a small set of coding metadata contained in the AAC co…

Cited by 0SourceScholar
2022

Forensic Analysis and Localization of Multiply Compressed MP3 Audio Using Transformers

ICASSP 2022accepted

Audio signals are often stored and transmitted in compressed formats. Among the many available audio compression schemes, MPEG-1 Audio Layer III (MP3) is very popular and widely used. Since MP3 is lossy it leaves characteristic traces in the compressed audio which can be used forensically to expose…

Cited by 0SourceScholar