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2011.09212
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On the use of Self-supervised Pre-trained Acoustic and Linguistic Features for Continuous Speech Emotion Recognition
Spoken Language Technology Workshop (SLT), 2020
18 November 2020
Manon Macary
Marie Tahon
Yannick Esteve
Anthony Rousseau
SSL
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Papers citing
"On the use of Self-supervised Pre-trained Acoustic and Linguistic Features for Continuous Speech Emotion Recognition"
23 / 23 papers shown
SENSE models: an open source solution for multilingual and multimodal semantic-based tasks
Salima Mdhaffar
Haroun Elleuch
Chaimae Chellaf
H. Nguyen
Yannick Esteve
VLM
190
5
0
15 Sep 2025
End-to-End Integration of Speech Emotion Recognition with Voice Activity Detection using Self-Supervised Learning Features
Natsuo Yamashita
Masaaki Yamamoto
Yohei Kawaguchi
323
1
0
17 Oct 2024
The Unreliability of Acoustic Systems in Alzheimer's Speech Datasets with Heterogeneous Recording Conditions
L. Gauder
Pablo Riera
A. Slachevsky
G. Forno
Adolfo M. Garcia
Luciana Ferrer
262
4
0
11 Sep 2024
MSP-Podcast SER Challenge 2024: Lántenne du Ventoux Multimodal Self-Supervised Learning for Speech Emotion Recognition
J. Duret
Mickael Rouvier
Yannick Esteve
163
5
0
08 Jul 2024
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding
G. Laperriere
Sahar Ghannay
Bassam Jabaian
Yannick Esteve
339
1
0
17 Jun 2024
Acoustic and linguistic representations for speech continuous emotion recognition in call center conversations
Manon Macary
Marie Tahon
Yannick Esteve
Daniel Luzzati
243
3
0
06 Oct 2023
Zero-Shot Emotion Transfer For Cross-Lingual Speech Synthesis
Automatic Speech Recognition & Understanding (ASRU), 2023
Yuke Li
Xinfa Zhu
Yinjiao Lei
Hai Li
Junhui Liu
Danming Xie
Lei Xie
301
6
0
06 Oct 2023
Semantic enrichment towards efficient speech representations
Interspeech (Interspeech), 2023
G. Laperriere
H. Nguyen
Sahar Ghannay
Bassam Jabaian
Yannick Esteve
371
2
0
03 Jul 2023
Learning Multilingual Expressive Speech Representation for Prosody Prediction without Parallel Data
Speech Synthesis Workshop (SSW), 2023
J. Duret
Titouan Parcollet
Yannick Esteve
173
4
0
29 Jun 2023
A Comparative Study of Pre-trained Speech and Audio Embeddings for Speech Emotion Recognition
Orchid Chetia Phukan
Arun Balaji Buduru
Rajesh Sharma
262
9
0
22 Apr 2023
A vector quantized masked autoencoder for speech emotion recognition
Samir Sadok
Simon Leglaive
Renaud Séguier
307
32
0
21 Apr 2023
HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition
Soumya Dutta
Sriram Ganapathy
462
25
0
14 Apr 2023
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding
Spoken Language Technology Workshop (SLT), 2022
G. Laperriere
Valentin Pelloin
Mickael Rouvier
Themos Stafylakis
Yannick Esteve
315
10
0
11 Oct 2022
Burst2Vec: An Adversarial Multi-Task Approach for Predicting Emotion, Age, and Origin from Vocal Bursts
Atijit Anuchitanukul
Lucia Specia
VLM
233
6
0
24 Jun 2022
Real-time Speech Emotion Recognition Based on Syllable-Level Feature Extraction
Aziz Ur Rehman
Zhentao Liu
Min Wu
Weihua Cao
Chengchong Jia
195
13
0
25 Apr 2022
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition
IEEE Transactions on Affective Computing (IEEE TAC), 2022
S. Latif
R. Rana
Sara Khalifa
Raja Jurdak
Björn Schuller
234
69
0
19 Apr 2022
Transformer-Based Self-Supervised Learning for Emotion Recognition
International Conference on Pattern Recognition (ICPR), 2022
Juan Vazquez-Rodriguez
G. Lefebvre
Julien Cumin
James L. Crowley
338
44
0
08 Apr 2022
Learning Speech Emotion Representations in the Quaternion Domain
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
E. Guizzo
Tillman Weyde
Simone Scardapane
Danilo Comminiello
242
33
0
05 Apr 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Hsiang-Sheng Tsai
Heng-Jui Chang
Wen-Chin Huang
Zili Huang
Kushal Lakhotia
...
Hsuan-Jui Chen
Shang-Wen Li
Shinji Watanabe
Abdel-rahman Mohamed
Hung-yi Lee
332
127
0
14 Mar 2022
Multimodal Emotion Recognition with High-level Speech and Text Features
M. R. Makiuchi
Kuniaki Uto
Koichi Shinoda
252
85
0
29 Sep 2021
Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings
Interspeech (Interspeech), 2021
L. Pepino
Pablo Riera
Luciana Ferrer
290
447
0
08 Apr 2021
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition
IEEE Transactions on Affective Computing (TAC), 2021
Maurice Gerczuk
Shahin Amiriparian
Sandra Ottl
Björn Schuller
270
75
0
10 Mar 2021
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
613
394
0
25 Oct 2019
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