76 citations · 434 across the 47 of their papers we have counts for
4 papers · 2 filters
Transformer-Based Speech Synthesizer Attribution in an Open Set Scenario
Emily R. Bartusiak, Edward J. Delp
Speech synthesis methods can create realistic-sounding speech, which may be used for fraud, spoofing, and misinformation campaigns. Forensic methods that detect synthesized speech…
Frequency Domain-Based Detection of Generated Audio
Emily R. Bartusiak, Edward J. Delp
Attackers may manipulate audio with the intent of presenting falsified reports, changing an opinion of a public figure, and winning influence and power. The prevalence of inauthent…
Synthesized Speech Detection Using Convolutional Transformer-Based Spectrogram Analysis
Emily R. Bartusiak, Edward J. Delp
Synthesized speech is common today due to the prevalence of virtual assistants, easy-to-use tools for generating and modifying speech signals, and remote work practices. Synthesize…
Forensic Analysis and Localization of Multiply Compressed MP3 Audio Using Transformers
Ziyue Xiang, Paolo Bestagini, Stefano Tubaro +1
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 us…