SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

20 May 2024

Sukru Samet Dindar

Xilin Jiang

Papers citing "SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model"

14 / 14 papers shown

Title
Exploring Finetuned Audio-LLM on Heart Murmur Features Adrian Nicolas Florea Xilin Jiang N. Mesgarani Xiaofan Jiang LM&MA 50 0 0 23 Jan 2025
State-Space Large Audio Language Models Saurabhchand Bhati Yuan Gong Leonid Karlinsky Hilde Kuehne Rogerio Feris James Glass 80 0 0 24 Nov 2024
Mamba-based Segmentation Model for Speaker Diarization Alexis Plaquet Naohiro Tawara Marc Delcroix Shota Horiguchi Atsushi Ando Shoko Araki Mamba 27 0 0 09 Oct 2024
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity Mutian He Philip N. Garner 78 0 0 09 Oct 2024
Monocular Visual Place Recognition in LiDAR Maps via Cross-Modal State Space Model and Multi-View Matching Gongxin Yao Xinyang Li Luowei Fu Yu Pan 28 1 0 08 Oct 2024
MECG-E: Mamba-based ECG Enhancer for Baseline Wander Removal Kuo-Hsuan Hung Kuan-Chen Wang Kai-Chun Liu Wei-Lun Chen Xugang Lu Yu Tsao Chii-Wann Lin Mamba 23 0 0 27 Sep 2024
Speech Slytherin: Examining the Performance and Efficiency of Mamba for Speech Separation, Recognition, and Synthesis Xilin Jiang Yinghao Aaron Li Adrian Nicolas Florea Cong Han N. Mesgarani Mamba 30 9 0 13 Jul 2024
Micro-gesture Online Recognition using Learnable Query Points Pengyu Liu Fei Wang Kun Li Guoliang Chen Yanyan Wei Shengeng Tang Zhiliang Wu Dan Guo EgoV 33 5 0 05 Jul 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba Yuchen Zou Yineng Chen Zuchao Li Lefei Zhang Hai Zhao 42 1 0 24 Jun 2024
DeciMamba: Exploring the Length Extrapolation Potential of Mamba Assaf Ben-Kish Itamar Zimerman Shady Abu Hussein Nadav Cohen Amir Globerson Lior Wolf Raja Giryes Mamba 53 12 0 20 Jun 2024
TSCMamba: Mamba Meets Multi-View Learning for Time Series Classification Md. Atik Ahamed Qiang Cheng Mamba 42 1 0 06 Jun 2024
Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers Changsheng Quan Xiaofei Li 36 23 0 12 Mar 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 74 314 0 09 Jan 2024
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 124 339 0 21 May 2022