A Multi-dimensional Deep Structured State Space Approach to Speech
Enhancement Using Small-footprint Models

A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models

1 June 2023

Chao-Han Huck Yang

Sabato Marco Siniscalchi

Papers citing "A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models"

9 / 9 papers shown

Title
Mamba-based Decoder-Only Approach with Bidirectional Speech Modeling for Speech Recognition Yoshiki Masuyama Koichi Miyazaki Masato Murata Mamba 43 0 0 11 Nov 2024
An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement Pin-Jui Ku Chun-Wei Ho Hao Yen Sabato Marco Siniscalchi Chin-Hui Lee 21 0 0 24 Sep 2024
Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration Pin-Jui Ku Alexander H. Liu Roman Korostik Sung-Feng Huang Szu-Wei Fu Ante Jukić 38 2 0 24 Sep 2024
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling Hiroshi Sato Takafumi Moriya Masato Mimura Shota Horiguchi Tsubasa Ochiai Takanori Ashihara Atsushi Ando Kentaro Shinayama Marc Delcroix 35 1 0 01 Jul 2024
Exploring the Capability of Mamba in Speech Applications Koichi Miyazaki Yoshiki Masuyama Masato Murata Mamba 40 12 0 24 Jun 2024
An Investigation of Incorporating Mamba for Speech Enhancement Rong-Yu Chao Wen-Huang Cheng Moreno La Quatra Sabato Marco Siniscalchi Chao-Han Huck Yang Szu-Wei Fu Yu Tsao Mamba 53 25 0 10 May 2024
SICRN: Advancing Speech Enhancement through State Space Model and Inplace Convolution Techniques Changjiang Zhao Shulin He Xueliang Zhang 18 7 0 22 Feb 2024
Spiking Structured State Space Model for Monaural Speech Enhancement Yu Du Xu Liu Yansong Chua 19 15 0 07 Sep 2023
Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Hu Fang Guillaume Carbajal S. Wermter Timo Gerkmann 33 59 0 17 Feb 2021