Audio splicing detection and localization based on acquisition device traces
In recent years, the multimedia forensic community has put a great effort in developing
solutions to assess the integrity and authenticity of multimedia objects, focusing especially …
solutions to assess the integrity and authenticity of multimedia objects, focusing especially …
Audio replay spoof attack detection by joint segment-based linear filter bank feature extraction and attention-enhanced DenseNet-BiLSTM network
L Huang, CM Pun - IEEE/ACM Transactions on Audio, Speech …, 2020 - ieeexplore.ieee.org
Most automatic speaker verification (ASV) systems are vulnerable to various spoofing
attacks. In recent years, there have been many methods were proposed for detecting …
attacks. In recent years, there have been many methods were proposed for detecting …
An end-to-end transfer learning framework of source recording device identification for audio sustainable security
Source recording device identification poses a significant challenge in the field of Audio
Sustainable Security (ASS). Most existing studies on end-to-end identification of digital …
Sustainable Security (ASS). Most existing studies on end-to-end identification of digital …
Spatial and temporal learning representation for end-to-end recording device identification
Deep learning techniques have achieved specific results in recording device source
identification. The recording device source features include spatial information and certain …
identification. The recording device source features include spatial information and certain …
Squeeze-and-excitation self-attention mechanism enhanced digital audio source recognition based on transfer learning
Recent advances in digital audio source recognition, particularly within judicial forensics
and intellectual property rights domains, have been significantly propelled by deep learning …
and intellectual property rights domains, have been significantly propelled by deep learning …
Identification of fake stereo audio using SVM and CNN
T Liu, D Yan, R Wang, N Yan, G Chen - Information, 2021 - mdpi.com
The number of channels is one of the important criteria in regard to digital audio quality.
Generally, stereo audio with two channels can provide better perceptual quality than mono …
Generally, stereo audio with two channels can provide better perceptual quality than mono …
Source acquisition device identification from recorded audio based on spatiotemporal representation learning with multi-attention mechanisms
Source acquisition device identification from recorded audio aims to identify the source
recording device by analyzing the intrinsic characteristics of audio, which is a challenging …
recording device by analyzing the intrinsic characteristics of audio, which is a challenging …
Synthesized speech attribution using the patchout spectrogram attribution transformer
The malicious use of synthetic speech has increased with the recent availability of speech
generation tools. It is important to determine whether a speech signal is authentic (spoken …
generation tools. It is important to determine whether a speech signal is authentic (spoken …
Transformer-based speech synthesizer attribution in an open set scenario
ER Bartusiak, EJ Delp - 2022 21st IEEE International …, 2022 - ieeexplore.ieee.org
Speech synthesis methods can create realistic-sounding speech, which may be used for
fraud, spoofing, and mis-information campaigns. Forensic methods that detect synthesized …
fraud, spoofing, and mis-information campaigns. Forensic methods that detect synthesized …
Smartphones identification through the built-in microphones with convolutional neural network
The use of mobile phones or smartphones has become so widespread that most people rely
on them for many services and applications like sending e-mails, checking the bank …
on them for many services and applications like sending e-mails, checking the bank …