Electrical Engineering and Systems Science - Audio and Speech Processing

Audio and Speech ProcessingNew System for Estimating Room Sound Characteristics

A self-supervised learning approach reduces the need for labeled audio data.

Chunxi Wang, Maoshen Jia, Meiran Li

2025-06-17T04:00:10+00:00 ― 6 min read

SoundAdvancements in Emotion Recognition for Social Robots

Study reveals voice data's role in recognizing emotions in Spanish speakers.

Elena Ortega-Beltrán, Josep Cabacas-Maso, Ismael Benito-Altamirano

2025-06-17T02:23:00+00:00 ― 5 min read

Audio and Speech ProcessingAdvancing Speech Quality in Noisy Settings

A new method improves speech clarity in loud environments.

Siyi Wang, Siyi Liu, Andrew Harper

2025-06-17T00:45:50+00:00 ― 5 min read

SoundEnhancing Music Listening for Hearing Aid Users

Innovative approaches aim to improve music quality for those with hearing loss.

Gerardo Roa Dabike, Michael A. Akeroyd, Scott Bannister

2025-06-16T22:20:05+00:00 ― 5 min read

SoundGenRep: A New Way to Detect Machine Sounds

GenRep offers a novel approach to identifying unusual machine sounds with limited data.

Phurich Saengthong, Takahiro Shinozaki

2025-06-16T20:42:55+00:00 ― 5 min read

Audio and Speech ProcessingAdvancements in Sound Source Localization with TF-Mamba

TF-Mamba enhances sound localization using a novel approach integrating time and frequency data.

Yang Xiao, Rohan Kumar Das

2025-06-16T19:54:20+00:00 ― 5 min read

Audio and Speech ProcessingEnhancing Automatic Speech Recognition with Modularity

Research on modular ASR systems aims to improve performance in noisy environments.

Louise Coppieters de Gibson, Philip N. Garner, Pierre-Edouard Honnet

2025-06-16T17:28:35+00:00 ― 4 min read

Audio and Speech ProcessingNew Approach in Speech Emotion Recognition

A novel method combines meaning and sound for improved emotion detection in speech.

Soumya Dutta, Sriram Ganapathy

2025-06-16T16:40:00+00:00 ― 6 min read

Audio and Speech ProcessingEfficient Training of Speech Models Under Limited Resources

This article discusses efficient training methods for speech models using self-supervised learning.

Andy T. Liu, Yi-Cheng Lin, Haibin Wu

2025-06-16T15:02:50+00:00 ― 4 min read

SoundAdvancements in Sound Event Detection with MTDA-HSED

A new architecture improves sound detection across diverse environments.

Zehao Wang, Haobo Yue, Zhicheng Zhang

2025-06-16T10:59:55+00:00 ― 5 min read

Audio and Speech ProcessingAdvancing Music Generation with MSLDM

A new model improves music generation by focusing on individual instruments.

Zhongweiyang Xu, Debottam Dutta, Yu-Lin Wei

2025-06-16T10:11:20+00:00 ― 5 min read

SoundDynamic Embedding Causal Target Speech Extraction: A New Approach

Introducing DENSE, a method enhancing target speech extraction using dynamic embeddings.

Yiwen Wang, Zeyu Yuan, Xihong Wu

2025-06-16T08:34:10+00:00 ― 6 min read

SoundNew Approach to Music Timbre Transfer

A novel method improves audio transformation while preserving melody and sound quality.

Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk

2025-06-16T05:19:50+00:00 ― 6 min read

Audio and Speech ProcessingImproving Speech Recognition for Rare Names

This method enhances recognition accuracy for uncommon names in speech outputs.

Ernest Pusateri, Anmol Walia, Anirudh Kashi

2025-06-16T03:42:40+00:00 ― 6 min read

Computation and LanguageAdvancing Keyword Localisation in Low-Resource Languages

Enhancing spoken word identification through visual cues in under-resourced languages.

Leanne Nortje, Dan Oneata, Herman Kamper

2025-06-16T02:05:30+00:00 ― 7 min read

SoundAdvancing Detection of Audio Deepfakes

A new model improves detection of audio deepfakes with continuous learning.

Tuan Duy Nguyen Le, Kah Kuan Teh, Huy Dat Tran

2025-06-15T23:39:45+00:00 ― 5 min read

SoundAdvancements in Audio-Visual Speaker Diarization

An overview of audio-visual speaker diarization methods, challenges, and systems.

Victoria Mingote, Alfonso Ortega, Antonio Miguel

2025-06-15T21:14:00+00:00 ― 5 min read

Audio and Speech ProcessingBigCodec: Advancing Low-Bitrate Speech Coding

BigCodec improves sound quality in low-bitrate audio transmission.

Detai Xin, Xu Tan, Shinnosuke Takamichi

2025-06-15T19:36:50+00:00 ― 4 min read

Audio and Speech ProcessingAdvancing Spatial Audio with Machine Learning

New method improves sound capture using circular microphones for better audio quality.

Yue Qiao, Vinay Kothapally, Meng Yu

2025-06-15T17:59:40+00:00 ― 5 min read

Audio and Speech ProcessingStreamlining Speech Models: Reducing Complexity in Transformers

This article discusses the benefits of simplifying transformer models for speech tasks.

Teresa Dorszewski, Albert Kjøller Jacobsen, Lenka Tětková

2025-06-15T14:45:20+00:00 ― 4 min read

Audio and Speech ProcessingAdvancements in Speech Recognition with Sortformer

Sortformer integrates speaker diarization and ASR for improved audio processing.

Taejin Park, Ivan Medennikov, Kunal Dhawan

2025-06-15T09:05:15+00:00 ― 5 min read

SoundNew Method for Synthesizing Piano Sounds

A fresh approach to create realistic piano sounds using sound component separation.

Riccardo Simionato, Stefano Fasciani

2025-06-15T07:28:05+00:00 ― 8 min read

SoundAdvancements in Emotional Text-to-Speech Technology

ParaEVITS improves emotional expression in TTS through natural language guidance.

Xin Jing, Kun Zhou, Andreas Triantafyllopoulos

2025-06-15T05:50:55+00:00 ― 5 min read

Audio and Speech ProcessingRestoring Audio: The Art and Science of Inpainting

Learn how audio inpainting restores missing parts of signals.

Ondřej Mokrý, Peter Balušík, Pavel Rajmic

2025-06-15T05:02:20+00:00 ― 5 min read

Computation and LanguageAdvancements in Spoken Language Classification

New methods improve understanding of spoken language through innovative dataset.

Lennart Keller, Goran Glavaš

2025-06-15T04:13:45+00:00 ― 5 min read

RoboticsAdvancements in Robot Speech Recognition Technology

New methods improve human-robot conversation by enhancing speech clarity.

Yue Li, Koen V. Hindriks, Florian A. Kunneman

2025-06-15T01:48:00+00:00 ― 5 min read

Computation and LanguageAdvancements in Spoken News Topic Segmentation

New methods improve access to spoken news by segmenting topics more effectively.

Sakshi Deo Shukla, Pavel Denisov, Tugtekin Turan

2025-06-15T00:59:25+00:00 ― 6 min read

Audio and Speech ProcessingEvaluating Mamba Model in Speech Processing Tasks

This research analyzes Mamba's performance in speech tasks, emphasizing sound reconstruction and recognition.

Xiangyu Zhang, Jianbo Ma, Mostafa Shahin

2025-06-14T23:22:15+00:00 ― 5 min read

Audio and Speech ProcessingImproving Music Tagging with Few-Shot Learning

A new method for music tagging using few-shot learning shows promising results.

T. Aleksandra Ma, Alexander Lerch

2025-06-14T20:56:30+00:00 ― 6 min read

SoundFlowSep: A New Approach to Audio Source Separation

FlowSep introduces a fresh method for extracting sounds using language queries.

Yi Yuan, Xubo Liu, Haohe Liu

2025-06-14T18:30:45+00:00 ― 5 min read

Audio and Speech ProcessingAdvancements in Text-Based Speech Generation

SSR-Speech offers new solutions for speech generation and editing.

Helin Wang, Meng Yu, Jiarui Hai

2025-06-14T16:05:00+00:00 ― 5 min read

Cryptography and SecurityThe Rise of Fake Audio and Detection Systems

Advancements in AI make fake audio common, prompting the need for detection.

Hong-Hanh Nguyen-Le, Van-Tuan Tran, Dinh-Thuc Nguyen

2025-06-14T13:39:15+00:00 ― 6 min read

SoundAdvancing Text-To-Speech for Dialect Diversity

New model enhances speech generation in diverse dialects of pitch-accent languages.

Kazuki Yamauchi, Yuki Saito, Hiroshi Saruwatari

2025-06-14T10:24:55+00:00 ― 5 min read

SoundAdvancements in Sound Source Localization with Incremental Learning

A new method improves sound localization accuracy while ensuring data privacy.

Xinyuan Qian, Xianghu Yue, Jiadong Wang

2025-06-14T07:59:10+00:00 ― 4 min read

Audio and Speech ProcessingInnovative Approaches to Pop Music Generation

A new method for creating structured pop music using graph-based techniques.

Wen Qing Lim, Jinhua Liang, Huan Zhang

2025-06-14T00:41:55+00:00 ― 6 min read

Audio and Speech ProcessingAdvancing Keyword Spotting with DE-KWS Technology

A new method for improving keyword spotting while retaining learned knowledge.

Tianyi Peng, Yang Xiao

2025-06-13T23:53:20+00:00 ― 5 min read

Audio and Speech ProcessingAcoustic Landmarks: A New Dataset for Speech Processing

Researchers develop a dataset to improve speech recognition and analysis techniques.

Xiangyu Zhang, Daijiao Liu, Tianyi Xiao

2025-06-13T19:50:25+00:00 ― 6 min read

Audio and Speech ProcessingAdvancements in Target Sound Extraction with SoloAudio

SoloAudio improves sound extraction using advanced techniques and synthetic data.

Helin Wang, Jiarui Hai, Yen-Ju Lu

2025-06-13T17:24:40+00:00 ― 5 min read

Audio and Speech ProcessingOpenACE: A New Standard for Audio Codec Evaluation

OpenACE provides a fair benchmark for assessing audio codecs across various conditions.

Jozef Coldenhoff, Niclas Granqvist, Milos Cernak

2025-06-13T14:58:55+00:00 ― 5 min read

Audio and Speech ProcessingDetecting Faults in Electric Motors Using Sound

A method to identify faults in electric motors through sound analysis and Bayesian neural networks.

Waldemar Bauer, Marta Zagorowska, Jerzy Baranowski

2025-06-13T13:21:45+00:00 ― 5 min read