Computer Science - Sound

SoundImproving Music-Text Models Through Data Quality

Innovative techniques enhance music-text model training with limited resources.

Ilaria Manco, Justin Salamon, Oriol Nieto

2025-06-09T00:03:00+00:00 ― 7 min read

SoundInnovative Approaches in Audio Tagging for World Music

New methods enhance audio tagging for diverse music styles and cultural preservation.

Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos

2025-06-08T17:34:20+00:00 ― 6 min read

SoundNew Dataset Aims to Enhance Smart Home Technology for Seniors

A dataset of home sounds promotes safety and comfort for older adults.

Gabriel Bibbó, Thomas Deacon, Arshdeep Singh

2025-06-08T16:45:45+00:00 ― 5 min read

SoundIntroducing SD-Codec: A New Audio Codec for Better Sound Management

SD-Codec improves audio processing by separating different sound types effectively.

Xiaoyu Bie, Xubo Liu, Gaël Richard

2025-06-08T14:20:00+00:00 ― 5 min read

Audio and Speech ProcessingImproving Speech Recognition for Accents

This article discusses methods to enhance speech recognition for accented speech.

Francesco Nespoli, Daniel Barreda, Patrick A. Naylor

2025-06-08T12:42:50+00:00 ― 6 min read

Audio and Speech ProcessingImproving Speech Spoof Detection with Explainable Methods

A new approach enhances the interpretability of spoof speech detection.

Manasi Chhibber, Jagabandhu Mishra, Hyejin Shim

2025-06-08T11:05:40+00:00 ― 5 min read

SoundAdvancements in Text-to-Speech Technology

A look at the new single-stage TTS system improving speech generation.

Gerard I. Gállego, Roy Fejgin, Chunghsin Yeh

2025-06-08T09:28:30+00:00 ― 6 min read

Computation and LanguageImproving Audio Language Models for Thai and English

This study addresses challenges in audio language models for low-resource languages.

Potsawee Manakul, Guangzhi Sun, Warit Sirichotedumrong

2025-06-08T08:39:55+00:00 ― 5 min read

Audio and Speech ProcessingImproving Emotion Recognition in Low-Resource Languages

This study enhances emotion recognition systems for less common languages using high-resource data.

Hsi-Che Lin, Yi-Cheng Lin, Huang-Cheng Chou

2025-06-08T07:51:20+00:00 ― 6 min read

Audio and Speech ProcessingAdvancements in Multilingual Speech Technology

A model improves speech tasks in multilingual settings, addressing code-switching challenges.

Jing Xu, Daxin Tan, Jiaqi Wang

2025-06-08T06:14:10+00:00 ― 5 min read

Audio and Speech ProcessingDeFT-Mamba: Advancing Sound Separation Techniques

DeFT-Mamba improves sound separation and classification in noisy environments.

Dongheon Lee, Jung-Woo Choi

2025-06-08T01:22:40+00:00 ― 5 min read

SoundAdvancing Automatic Speech Recognition with CADA-GAN

CADA-GAN enhances ASR systems' performance across various recording environments.

Chien-Chun Wang, Li-Wei Chen, Cheng-Kang Chou

2025-06-07T23:45:30+00:00 ― 6 min read

Audio and Speech ProcessingEVA: A New Era in Audiovisual Speech Recognition

EVA combines audio and visual signals for better speech recognition accuracy.

Yihan Wu, Yifan Peng, Yichen Lu

2025-06-07T22:08:20+00:00 ― 4 min read

Audio and Speech ProcessingAdvancements in Speech Recognition for Multi-Talker Scenarios

A new framework simplifies speech recognition in busy environments.

Jinhan Wang, Weiqing Wang, Kunal Dhawan

2025-06-07T20:31:10+00:00 ― 5 min read

Computer Vision and Pattern RecognitionAdvancements in Audio-Visual Speech Recognition

Llama-AVSR merges audio and visual inputs for enhanced speech recognition accuracy.

Umberto Cappellazzo, Minsu Kim, Honglie Chen

2025-06-07T18:05:25+00:00 ― 6 min read

SoundStrengthening Audio Security with WMCodec

WMCodec enhances audio watermarking for better security and authenticity.

Junzuo Zhou, Jiangyan Yi, Yong Ren

2025-06-07T14:02:30+00:00 ― 5 min read

SoundAdvancing Acoustic Scene Classification in DCASE 2024 Challenge

New models tackle sound classification with limited training data.

Jin Jie Sean Yeo, Ee-Leng Tan, Jisheng Bai

2025-06-07T12:25:20+00:00 ― 5 min read

SoundAdvances in Fake Audio Detection Methods

A new approach improves fake audio detection using pretrained models.

Zhiyong Wang, Ruibo Fu, Zhengqi Wen

2025-06-07T11:36:45+00:00 ― 5 min read

SoundAdvancements in Text-to-Speech Technology

New method improves speech generation quality and efficiency.

Xin Qi, Ruibo Fu, Zhengqi Wen

2025-06-07T10:48:10+00:00 ― 4 min read

Audio and Speech ProcessingImproving Sound Localization in Noisy Settings

A method combining labeled and unlabeled data enhances sound source detection.

Vadim Rozenfeld, Bracha Laufer Goldshtein

2025-06-07T09:11:00+00:00 ― 5 min read

SoundThe Role of Sound in Table Tennis Performance

Discover how audio cues aid players in table tennis.

Thomas Gossard, Julian Schmalzl, Andreas Ziegler

2025-06-07T07:33:50+00:00 ― 6 min read

SoundAdvancements in Computer-Generated Orchestral Music

A system prioritizing melody while offering control over orchestral music generation.

Dinh-Viet-Toan Le, Yi-Hsuan Yang

2025-06-07T06:45:15+00:00 ― 5 min read

SoundAdvancements in Language Learning Feedback Systems

A new method uses virtual shadowing to enhance language learners' pronunciation feedback.

Haopeng Geng, Daisuke Saito, Nobuaki Minematsu

2025-06-07T05:56:40+00:00 ― 6 min read

Audio and Speech ProcessingAdvancements in Binaural Audio Techniques

New methods improve binaural audio quality in challenging sound environments.

Ami Berger, Vladimir Tourbabin, Jacob Donley

2025-06-07T04:19:30+00:00 ― 8 min read

Machine LearningAdvancements in Speech Recognition for Children

A new ASR method helps technology understand children's speech better.

Zhonghao Shi, Harshvardhan Srivastava, Xuan Shi

2025-06-06T20:13:40+00:00 ― 5 min read

SoundComposer: A New Way to Create Music from Words

Composer uses text prompts to create complex music compositions in MIDI format.

Jakub Poćwiardowski, Mateusz Modrzejewski, Marek S. Tatara

2025-06-06T12:07:50+00:00 ― 5 min read

SoundFruitsMusic: Analyzing Japanese Idol Group Songs

A resource for studying singing patterns in Japanese idol music.

Hitoshi Suda, Shunsuke Yoshida, Tomohiko Nakamura

2025-06-06T10:30:40+00:00 ― 6 min read

SoundAdvancing Violin Sound Synthesis with ViolinDiff

ViolinDiff enhances the realism of computer-generated violin music.

Daewoong Kim, Hao-Wen Dong, Dasaem Jeong

2025-06-06T09:42:05+00:00 ― 5 min read

SoundAdvancements in Underwater Sound Classification Using Deep Learning

Combining features enhances underwater sound classification accuracy.

Amirmohammad Mohammadi, Iren'e Masabarakiza, Ethan Barnes

2025-06-06T04:50:35+00:00 ― 6 min read

SoundAdvancements in Underwater Acoustic Target Recognition

Transfer learning improves audio classification for underwater sound detection.

Amirmohammad Mohammadi, Tejashri Kelhe, Davelle Carreiro

2025-06-06T04:02:00+00:00 ― 6 min read

Computer Vision and Pattern RecognitionV-AURA: Advancing Video-to-Audio Integration

A new model creates audio that matches video, enhancing media experiences.

Ilpo Viertola, Vladimir Iashin, Esa Rahtu

2025-06-05T23:59:05+00:00 ― 4 min read

Computation and LanguageImproving ASR Systems with Keyword Lists and Language Models

A method to boost automatic speech recognition by blending keyword lists with language models.

Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello

2025-06-05T20:44:45+00:00 ― 4 min read

GraphicsMimicking Sounds: Bridging Humans and Machines

A study on vocal imitation techniques using technology to enhance communication.

Matthew Caren, Kartik Chandra, Joshua B. Tenenbaum

2025-06-05T19:56:10+00:00 ― 5 min read

Computation and LanguageInnovative Methods for Speech Recognition with Limited Data

Learn how to effectively train speech models with fewer labeled resources.

Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello

2025-06-05T19:07:35+00:00 ― 7 min read

Computation and LanguageReevaluating Gender in Speech Technology Research

An analysis of gender terminology in speech technology and its societal implications.

Ariadna Sanchez, Alice Ross, Nina Markl

2025-06-05T15:53:15+00:00 ― 7 min read

Audio and Speech ProcessingAdvancing Sound Event Detection with New Framework

A new framework improves detection of overlapping sound events in complex audio environments.

Han Yin, Jisheng Bai, Yang Xiao

2025-06-05T13:27:30+00:00 ― 6 min read

SoundUsing Machine Learning for Birdsong Classification

Research on improving bird sound identification through machine learning techniques.

Burooj Ghani, Vincent J. Kalkman, Bob Planqué

2025-06-05T10:13:10+00:00 ― 6 min read

SoundAdvancing Piano Cover Generation through AMT Techniques

A new method improves automatic piano cover creation using existing music transcription technology.

Kazuma Komiya, Yoshihisa Fukuhara

2025-06-05T07:47:25+00:00 ― 6 min read

Audio and Speech ProcessingEvaluating Neural Audio Codecs: Insights from Codec-SUPERB Challenge

A look at the Codec-SUPERB challenge results and codec performance metrics.

Haibin Wu, Xuanjun Chen, Yi-Cheng Lin

2025-06-05T06:58:50+00:00 ― 5 min read

Computation and LanguageAdvancing Medical Communication with ASR Technology

MultiMed project enhances automatic speech recognition for better healthcare communication.

Khai Le-Duc, Phuc Phan, Tan-Hanh Pham

2025-06-05T06:10:15+00:00 ― 5 min read