EURASIP Journal on Audio, Speech, and Music Processing
SCIE-ISI SCOPUS (2007-2023)
1687-4722
Cơ quản chủ quản: Springer Publishing Company , SPRINGER
Lĩnh vực:
Electrical and Electronic EngineeringAcoustics and Ultrasonics
Phân tích ảnh hưởng
Các bài báo tiêu biểu
A Decision-Tree-Based Algorithm for Speech/Music Classification and Segmentation
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Structure of pauses in speech in the context of speaker verification and classification of speech type
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Statistics of pauses appearing in Polish as a potential source of biometry information for automatic speaker recognition were described. The usage of three main types of acoustic pauses (silent, filled and breath pauses) and syntactic pauses (punctuation marks in speech transcripts) was investigated quantitatively in three types of spontaneous speech (presentations, simultaneous interpretation and......
Perceptual audio features for emotion detectionAbstract
In this article, we propose a new set of acoustic features for automatic emotion recognition from audio. The features are based on the perceptual quality metrics that are given in perceptual evaluation of audio quality known as ITU BS.1387 recommendation. Starting from the outer and middle ear models of the auditory system, we base our features o... ...
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AUC optimization for deep learning-based voice activity detection
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Voice activity detection (VAD) based on deep neural networks (DNN) have demonstrated good performance in adverse acoustic environments. Current DNN-based VAD optimizes a surrogate function, e.g., minimum cross-entropy or minimum squared error, at a given decision threshold. However, VAD usually works on-the-fly with a dynamic decision threshold, and the receiver operating characteristic (ROC) curv......
Analytical Features: A Knowledge-Based Approach to Audio Feature Generation
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