EURASIP Journal on Audio Speech and Music Processing

Journal Article

Sub-convolutional U-Net with transformer attention network for end-to-end single-channel speech enhancement

Yecchuri, Sivaramakrishna; Vanambathina, Sunny Dayal

2024 EURASIP Journal on Audio Speech and Music Processing

Recent advancements in deep learning-based speech enhancement models have extensively used attention mechanisms to achieve state-of-the-art methods by demonstrating their effectiveness. This paper proposes a transformer attention network based sub-convolutional U-Net (TANSCUNet) for speech...

Open Access

Journal Article

Sound field reconstruction using neural processes with dynamic kernels

Liang, Zining; Zhang, Wen; Abhayapala, Thushara D.

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00333-x

Accurately representing the sound field with high spatial resolution is crucial for immersive and interactive sound field reproduction technology. In recent studies, there has been a notable emphasis on efficiently estimating sound fields from a limited number of discrete observations. In...

Open Access

Journal Article

Vulnerability issues in Automatic Speaker Verification (ASV) systems

Gupta, Priyanka; Patil, Hemant A.; Guido, Rodrigo Capobianco

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00328-8

Claimed identities of speakers can be verified by means of automatic speaker verification (ASV) systems, also known as voice biometric systems. Focusing on security and robustness against spoofing attacks on ASV systems, and observing that the investigation of attacker’s perspectives is capable...

Open Access

Journal Article

Blind extraction of guitar effects through blind system inversion and neural guitar effect modeling

Hinrichs, Reemt; Gerkens, Kevin; Lange, Alexander; Ostermann, Jörn

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00330-0

Audio effects are an ubiquitous tool in music production due to the interesting ways in which they can shape the sound of music. Guitar effects, the subset of all audio effects focusing on guitar signals, are commonly used in popular music to shape the guitar sound to fit specific genres or to...

Open Access

Journal Article

Automatic classification of the physical surface in sound uroflowmetry using machine learning methods

Alvarez, Marcos Lazaro; Arjona, Laura; Iglesias Martínez, Miguel E.; Bahillo, Alfonso

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00332-y

This work constitutes the first approach for automatically classifying the surface that the voiding flow impacts in non-invasive sound uroflowmetry tests using machine learning. Often, the voiding flow impacts the toilet walls (traditionally made of ceramic) instead of the water in the toilet....

Open Access

Journal Article

Singer identification model using data augmentation and enhanced feature conversion with hybrid feature vector and machine learning

Hizlisoy, Serhat; Arslan, Recep Sinan; Çolakoğlu, Emel

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00336-8

Analyzing songs is a problem that is being investigated to aid various operations on music access platforms. At the beginning of these problems is the identification of the person who sings the song. In this study, a singer identification application, which consists of Turkish singers and works...

Open Access

Journal Article

Supervised Attention Multi-Scale Temporal Convolutional Network for monaural speech enhancement

Zhang, Zehua; Zhang, Lu; Zhuang, Xuyi; Qian, Yukun; Wang, Mingjiang

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00341-x

Speech signals are often distorted by reverberation and noise, with a widely distributed signal-to-noise ratio (SNR). To address this, our study develops robust, deep neural network (DNN)-based speech enhancement methods. We reproduce several DNN-based monaural speech enhancement methods and...

Open Access

Journal Article

Correction: DeepDet: YAMNet with BottleNeck Attention Module (BAM) for TTS synthesis detection

Mahum, Rabbia; Irtaza, Aun; Javed, Ali; Mahmoud, Haitham A.; Hassan, Haseeb

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00342-w

Open Access

Journal Article

Neural electric bass guitar synthesis framework enabling attack-sustain-representation-based technique control

Koguchi, Junya; Morise, Masanori

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00327-9

Musical instrument sound synthesis (MISS) often utilizes a text-to-speech framework because of its similarity to speech in terms of generating sounds from symbols. Moreover, a plucked string instrument, such as electric bass guitar (EBG), shares acoustical similarities with speech. We propose an...

Open Access

Journal Article

DeepDet: YAMNet with BottleNeck Attention Module (BAM) for TTS synthesis detection

Mahum, Rabbia; Irtaza, Aun; Javed, Ali; Mahmoud, Haitham A.; Hassan, Haseeb

2024 EURASIP Journal on Audio Speech and Music Processing

doi:10.1186/s13636-024-00335-9

Spoofed speeches are becoming a big threat to society due to advancements in artificial intelligence techniques. Therefore, there must be an automated spoofing detector that can be integrated into automatic speaker verification (ASV) systems. In this study, we recommend a novel and robust model,...

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EURASIP Journal on Audio Speech and Music Processing

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