The ICML 2022 Expressive Vocalizations Workshop and Competition:
Recognizing, Generating, and Personalizing Vocal Bursts

The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts

3 May 2022

Panagiotis Tzirakis

Marco Jiralerspong

Eilif B. Muller

Kory W. Mathewson

Björn Schuller

Papers citing "The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts"

18 / 18 papers shown

Title
The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data Alice Baird Rachel Manzelli Panagiotis Tzirakis Chris Gagne Haoqi Li Sadie Allen Sander Dieleman Brian Kulis Shrikanth S. Narayanan Alan S. Cowen 23 0 0 21 Mar 2024
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition Jinchao Li Xixin Wu Kaitao Song Dongsheng Li Xunying Liu Helen M. Meng 20 2 0 14 Mar 2023
EmoGator: A New Open Source Vocal Burst Dataset with Baseline Machine Learning Classification Methodologies F. Buhl VLM 19 1 0 02 Jan 2023
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era Andreas Triantafyllopoulos Björn W. Schuller Gokcce .Iymen M. Sezgin Xiangheng He ... Shuo Liu Silvan Mertes Elisabeth André Ruibo Fu Jianhua Tao 20 53 0 06 Oct 2022
An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis Tobias Hallmen Silvan Mertes Dominik Schiller Elisabeth André 20 5 0 28 Sep 2022
Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts Vincent Karas Andreas Triantafyllopoulos Meishu Song Björn W. Schuller 38 4 0 15 Sep 2022
The ACII 2022 Affective Vocal Bursts Workshop & Competition: Understanding a critically understudied modality of emotional expression Alice Baird Panagiotis Tzirakis Jeffrey A. Brooks Christopher B. Gregory Björn Schuller A. Batliner D. Keltner Alan S. Cowen 25 17 0 07 Jul 2022
Synthesizing Personalized Non-speech Vocalization from Discrete Speech Representations Chin-Cheng Hsu 19 7 0 25 Jun 2022
Self-supervision and Learnable STRFs for Age, Emotion, and Country Prediction Roshan S. Sharma Tyler Vuong Mark Lindsey Hira Dhamyal Rita Singh Bhiksha Raj 13 4 0 25 Jun 2022
Generating Diverse Vocal Bursts with StyleGAN2 and MEL-Spectrograms Marco Jiralerspong Gauthier Gidel VLM 24 3 0 25 Jun 2022
Multitask vocal burst modeling with ResNets and pre-trained paralinguistic Conformers Joshua Belanich Krishna Somandepalli B. Eoff Brendan Jou 22 2 0 24 Jun 2022
Burst2Vec: An Adversarial Multi-Task Approach for Predicting Emotion, Age, and Origin from Vocal Bursts Atijit Anuchitanukul Lucia Specia VLM 30 6 0 24 Jun 2022
Comparing supervised and self-supervised embedding for ExVo Multi-Task learning track Tilak Purohit Imen Ben Mahmoud Bogdan Vlasenko Mathew Magimai.-Doss SSL 20 8 0 23 Jun 2022
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression Meishu Song Zijiang Yang Andreas Triantafyllopoulos Xin Jing Vincent Karas Xie Jiangjian Zixing Zhang Yamamoto Yoshiharu Bjoern W. Schuller 22 6 0 22 Jun 2022
Exploring the Effectiveness of Self-supervised Learning and Classifier Chains in Emotion Recognition of Nonverbal Vocalizations Detai Xin Shinnosuke Takamichi Hiroshi Saruwatari 22 14 0 21 Jun 2022
Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression Xin Jing Meishu Song Andreas Triantafyllopoulos Zijiang Yang Björn W. Schuller 21 8 0 18 Jun 2022
Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction Andreas Triantafyllopoulos Meishu Song Zijiang Yang Xin Jing Björn W. Schuller 19 8 0 14 Jun 2022
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,217 0 01 Sep 2014