Improved Speech Emotion Recognition using Transfer Learning and
Spectrogram Augmentation

Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation

5 August 2021

Papers citing "Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation"

12 / 12 papers shown

Title
Improving Robustness of Spectrogram Classifiers with Neural Stochastic Differential Equations Joel Brogan Olivera Kotevska Anibely Torres S. Jha Mark Adams 15 0 0 03 Sep 2024
Active Learning with Task Adaptation Pre-training for Speech Emotion Recognition Dongyuan Li Ying Zhang Yusong Wang Funakoshi Kataro Manabu Okumura 27 1 0 01 May 2024
Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey Hamza Kheddar Mustapha Hemis Yassine Himeur OffRL 40 59 0 02 Mar 2024
NeuroFlux: Memory-Efficient CNN Training Using Adaptive Local Learning Dhananjay Saikumar Blesson Varghese 21 1 0 21 Feb 2024
Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition Ismail Rasim Ulgen Zongyang Du Carlos Busso Berrak Sisman 21 2 0 19 Jan 2024
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks Gokul S Krishnan Sarala Padi Craig S. Greenberg Balaraman Ravindran Dinesh Manoch Ram D.Sriram 43 2 0 04 Dec 2023
Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition Dongyuan Li Yusong Wang Kotaro Funakoshi Manabu Okumura 28 3 0 30 Sep 2023
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 47 76 0 27 Apr 2023
Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech Jaejin Cho Jesús Villalba Laureano Moro Velázquez Najim Dehak SSL 33 16 0 10 Aug 2022
Dawn of the transformer era in speech emotion recognition: closing the valence gap Johannes Wagner Andreas Triantafyllopoulos H. Wierstorf Maximilian Schmitt Felix Burkhardt F. Eyben Björn W. Schuller 13 281 0 14 Mar 2022
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models Sarala Padi S. O. Sadjadi Tianyi Zhou Ram D. Sriram 28 36 0 16 Feb 2022
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning Vasileios Tsouvalas T. Ozcelebi N. Meratnia 34 21 0 05 Feb 2022