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Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling
Interspeech (Interspeech), 2022
15 March 2022
Tiantian Feng
Shrikanth Narayanan
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Papers citing
"Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling"
14 / 14 papers shown
Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition
Tao Zhong
Mengzhe Geng
Shujie Hu
Guinan Li
Xunying Liu
238
1
0
02 Jun 2025
Unified Alignment Protocol: Making Sense of the Unlabeled Data in New Domains
Sabbir Ahmed
Mamshad Nayeem Rizve
Abdullah Al Arafat
Jacqueline T. Liu
Rahim Hossain
Mohaiminul Al Nahian
Adnan Siraj Rakin
FedML
234
0
0
27 May 2025
Semi-Supervised Cognitive State Classification from Speech with Multi-View Pseudo-Labeling
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Yuanchao Li
Zixing Zhang
Jing Han
P. Bell
Catherine Lai
531
4
0
25 Sep 2024
GMP-TL: Gender-augmented Multi-scale Pseudo-label Enhanced Transfer Learning for Speech Emotion Recognition
Spoken Language Technology Workshop (SLT), 2024
Yu Pan
Yuguang Yang
Heng Lu
Lei Ma
Jianjun Zhao
224
2
0
03 May 2024
Recent Methodological Advances in Federated Learning for Healthcare
Fan Zhang
Daniel Kreuter
Yichen Chen
Sören Dittmer
Samuel Tull
...
James H. F. Rudd
J. A. Aston
Carola-Bibiane Schönlieb
Nicholas S. Gleadall
Michael Roberts
FedML
OOD
274
25
0
04 Oct 2023
Federated Representation Learning for Automatic Speech Recognition
Guruprasad V Ramesh
Gopinath Chennupati
Milind Rao
Anit Kumar Sahu
Ariya Rastrow
J. Droppo
302
2
0
03 Aug 2023
FedMultimodal: A Benchmark For Multimodal Federated Learning
Knowledge Discovery and Data Mining (KDD), 2023
Tiantian Feng
Digbalay Bose
Tuo Zhang
Rajat Hebbar
Anil Ramakrishna
Rahul Gupta
Mi Zhang
Salman Avestimehr
Shrikanth Narayanan
382
106
0
15 Jun 2023
Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content
Tiantian Feng
Digbalay Bose
Xuan Shi
Shrikanth Narayanan
248
1
0
13 Jun 2023
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
Affective Computing and Intelligent Interaction (ACII), 2023
Tiantian Feng
Shrikanth Narayanan
342
44
0
08 Jun 2023
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages
Interspeech (Interspeech), 2023
Soroosh Tayebi Arasteh
C. D. Ríos-Urrego
E. Noeth
Andreas K. Maier
Seung Hee Yang
J. Rusz
J. Orozco-Arroyave
FedML
320
21
0
18 May 2023
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Tiantian Feng
Rajat Hebbar
Nicholas Mehlman
Xuan Shi
Aditya Kommineni
and Shrikanth Narayanan
328
39
0
18 Dec 2022
Federated Few-Shot Learning for Mobile NLP
ACM/IEEE International Conference on Mobile Computing and Networking (MobiCom), 2022
Dongqi Cai
Shangguang Wang
Yaozong Wu
F. Lin
Mengwei Xu
FedML
313
23
0
12 Dec 2022
FedAudio: A Federated Learning Benchmark for Audio Tasks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Tuo Zhang
Tiantian Feng
Samiul Alam
Sunwoo Lee
Mi Zhang
Shrikanth S. Narayanan
Salman Avestimehr
FedML
396
32
0
27 Oct 2022
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Andy T. Liu
Shu-Wen Yang
Po-Han Chi
Po-Chun Hsu
Hung-yi Lee
SSL
641
394
0
25 Oct 2019
1
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