4 papers
Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers
Jayanta Dey, Mohammad Ariful Haque
Information regarding the location of power distribution grid can be extracted from the power signature embedded in the multimedia signals (e.g., audio, video data) recorded near e…
An Ensemble SVM-based Approach for Voice Activity Detection
Jayanta Dey, Md Sanzid Bin Hossain, Mohammad Ariful Haque
Voice activity detection (VAD), used as the front end of speech enhancement, speech and speaker recognition algorithms, determines the overall accuracy and efficiency of the algori…
SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation
Md. Shamim Hussain, Mohammad Ariful Haque
Speech, Music and Noise classification/segmentation is an important preprocessing step for audio processing/indexing. To this end, we propose a novel 1D Convolutional Neural Networ…
Native Language Identification using i-vector
Ahmed Nazim Uddin, Md Ashequr Rahman, Md. Rafidul Islam +1
The task of determining a speaker's native language based only on his speeches in a second language is known as Native Language Identification or NLI. Due to its increasing applica…