SpeechFormer: A Hierarchical Efficient Framework Incorporating the
Characteristics of Speech

SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech

8 March 2022

Papers citing "SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech"

16 / 16 papers shown

Title
Temporal-Frequency State Space Duality: An Efficient Paradigm for Speech Emotion Recognition Jiaqi Zhao Fei Wang Kun Li Yanyan Wei Shengeng Tang Shu Zhao Xiao Sun Mamba 104 2 0 22 Dec 2024
Robust and Explainable Depression Identification from Speech Using Vowel-Based Ensemble Learning Approaches Kexin Feng Theodora Chaspari 19 0 0 23 Oct 2024
HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection Juho Jung Chaewon Kang Jeewoo Yoon Seungbae Kim Jinyoung Han 24 4 0 07 Aug 2024
MF-AED-AEC: Speech Emotion Recognition by Leveraging Multimodal Fusion, Asr Error Detection, and Asr Error Correction Jiajun He Xiaohan Shi Xingfeng Li T. Toda 37 12 0 24 Jan 2024
CorrTalk: Correlation Between Hierarchical Speech and Facial Activity Variances for 3D Animation Zhaojie Chu K. Guo Xiaofen Xing Yilin Lan Bolun Cai Xiangmin Xu 30 5 0 17 Oct 2023
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis Haoyu Zhang Yu Wang Guanghao Yin Kejun Liu Yuanyuan Liu Tianshu Yu 13 31 0 09 Oct 2023
A Change of Heart: Improving Speech Emotion Recognition through Speech-to-Text Modality Conversion Zeinab Taghavi Ali Satvaty Hossein Sameti 17 4 0 21 Jul 2023
Vesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition Weidong Chen Xiaofen Xing Peihao Chen Xiangmin Xu VLM 23 35 0 20 Jul 2023
CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting Xue Wang Tian Zhou Qingsong Wen Jinyang Gao Bolin Ding Rong Jin AI4TS 10 36 0 20 May 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 35 46 0 21 Mar 2023
DWFormer: Dynamic Window transFormer for Speech Emotion Recognition Shuaiqi Chen Xiaofen Xing Weibin Zhang Weidong Chen Xiangmin Xu 25 15 0 03 Mar 2023
DST: Deformable Speech Transformer for Emotion Recognition Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 25 21 0 27 Feb 2023
SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 19 38 0 27 Feb 2023
A knowledge-driven vowel-based approach of depression classification from speech using data augmentation Kexin Feng Theodora Chaspari 11 6 0 27 Oct 2022
Exploration of A Self-Supervised Speech Model: A Study on Emotional Corpora Yuanchao Li Yumnah Mohamied P. Bell Catherine Lai SSL 32 45 0 05 Oct 2022
Toward Knowledge-Driven Speech-Based Models of Depression: Leveraging Spectrotemporal Variations in Speech Vowels Kexin Feng Theodora Chaspari 14 12 0 05 Oct 2022