Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations

4 June 2024

Papers citing "Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations"

10 / 10 papers shown

Title
Mamba-based Segmentation Model for Speaker Diarization Alexis Plaquet Naohiro Tawara Marc Delcroix Shota Horiguchi Atsushi Ando Shoko Araki Mamba 32 0 0 09 Oct 2024
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity Mutian He Philip N. Garner 80 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
MC-SEMamba: A Simple Multi-channel Extension of SEMamba Wen-Yuan Ting Wenze Ren Rong-Yu Chao Hsin-Yi Lin Yu Tsao Fan-Gang Zeng Mamba 30 0 0 26 Sep 2024
MambaFoley: Foley Sound Generation using Selective State-Space Models Marco Furio Colombo Francesca Ronchini Luca Comanducci Fabio Antonacci Mamba 18 1 0 13 Sep 2024
Audio xLSTMs: Learning Self-Supervised Audio Representations with xLSTMs Sarthak Yadav Sergios Theodoridis Z. Tan 35 2 0 29 Aug 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 38 9 0 13 Jul 2024
Mamba in Speech: Towards an Alternative to Self-Attention Xiangyu Zhang Qiquan Zhang Hexin Liu Tianyi Xiao Xinyuan Qian Beena Ahmed E. Ambikairajah Haizhou Li Julien Epps Mamba 47 36 0 21 May 2024
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,554 0 04 May 2021