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PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
8 June 2023
Tiantian Feng
Shrikanth Narayanan
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Papers citing
"PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models"
14 / 14 papers shown
Title
Modeling speech emotion with label variance and analyzing performance across speakers and unseen acoustic conditions
Vikramjit Mitra
Amrit Romana
Dung T. Tran
Erdrin Azemi
39
0
0
24 Mar 2025
Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers
Aneesha Sampath
James Tavernor
E. Provost
48
0
0
17 Feb 2025
Adapter-Based Multi-Agent AVSR Extension for Pre-Trained ASR Models
Christopher Simic
K. Riedhammer
Tobias Bocklet
93
0
0
03 Feb 2025
Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language models
Olivia Ma
Jonathan Passerat-Palmbach
Dmitrii Usynin
77
0
0
24 Nov 2024
Cross-Lingual Speech Emotion Recognition: Humans vs. Self-Supervised Models
Zhichen Han
Tianqi Geng
Hui Feng
Jiahong Yuan
Korin Richmond
Yuanchao Li
35
1
0
25 Sep 2024
Better Python Programming for all: With the focus on Maintainability
Karthik Shivashankar
Antonio Martini
KELM
41
0
0
17 Aug 2024
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition
Chongjie Si
Xiaokang Yang
Wei Shen
40
5
0
07 Jul 2024
A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition
Shreya G. Upadhyay
Carlos Busso
Chi-Chun Lee
42
3
0
06 Jul 2024
Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations
Salah Zaiem
Titouan Parcollet
S. Essid
CLL
33
3
0
30 Jun 2024
Efficient Compression of Multitask Multilingual Speech Models
Thomas Palmeira Ferraz
41
0
0
02 May 2024
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications
Charith Chandra Sai Balne
S. Bhaduri
Tamoghna Roy
Vinija Jain
Aman Chadha
40
12
0
21 Apr 2024
Multilingual DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts
Thomas Palmeira Ferraz
Marcely Zanon Boito
Caroline Brun
Vassilina Nikoulina
29
12
0
02 Nov 2023
Joint Audio and Speech Understanding
Yuan Gong
Alexander H. Liu
Hongyin Luo
Leonid Karlinsky
James R. Glass
AuLLM
28
66
0
25 Sep 2023
Exploration of A Self-Supervised Speech Model: A Study on Emotional Corpora
Yuanchao Li
Yumnah Mohamied
P. Bell
Catherine Lai
SSL
34
45
0
05 Oct 2022
1