IEEE

Phaseper: A Complex-Valued Transformer for Automatic Speech Recognition

Abstract: Recent advances in automatic speech recognition (ASR) have largely focused on real-valued neural network models (e.g., Whisper) that use only the magnitude of the speech signal’s spectrogram ...
IEEE

Performance Analysis of CNN-Based Spectrogram with Multiple Audio Feature Types for English Digit Recognition

Abstract: Audio feature selection and neural network architecture play crucial roles in speech recognition performance. This paper presents a comparative analysis of Artificial Neural Networks (ANNs) ...
CNN

Israel weighs West Bank annexation over Western nations’ recognition of Palestinian state

Israel is weighing the annexation of parts of the occupied West Bank in retaliation for an expected wave of Palestinian statehood recognition by Western nations this month, two Israeli officials said.
CNN

Israel launches diplomatic attacks on its Western allies ahead of Palestinian statehood recognition

In an escalating international dispute, Israel launched a series of diplomatic attacks against several of its Western allies as they prepare to recognize a Palestinian state next month. Prime Minister ...
IEEE

Self-Attention-Based Masked Spectrogram Generation and Self-Supervised Learning Method for Improving Speech Emotion Recognition

Abstract: In this paper, we propose the Self-Attention-based Masked Spectrogram Generation (SAMSG) method to address the problem of model overfitting and improve generalization performance in speech ...