Findings of the IWSLT 2022 Evaluation Campaign.

A Anastasopoulos, L Barrault, L Bentivogli… - Proceedings of the 19th …, 2022 - cris.fbk.eu
The evaluation campaign of the 19th International Conference on Spoken Language
Translation featured eight shared tasks:(i) Simultaneous speech translation,(ii) Offline …

Probing sentiment-oriented pre-training inspired by human sentiment perception mechanism

T Feng, J Liu, J Yang - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Pre-training of deep convolutional neural networks (DCNNs) plays a crucial role in the field
of visual sentiment analysis (VSA). Most proposed methods employ the off-the-shelf …

Xtreme-s: Evaluating cross-lingual speech representations

A Conneau, A Bapna, Y Zhang, M Ma… - ar** language mainly spoken
in Mali and Niger. These two datasets were made available for the IWSLT 2022 low …

Hats: An open data set integrating human perception applied to the evaluation of automatic speech recognition metrics

T Bañeras-Roux, J Wottawa, M Rouvier… - … Conference on Text …, 2023 - Springer
Abstract Conventionally, Automatic Speech Recognition (ASR) systems are evaluated on
their ability to correctly recognize each word contained in a speech signal. In this context, the …

Lebenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of french speech

T Parcollet, H Nguyen, S Evain, MZ Boito… - Computer Speech & …, 2024 - Elsevier
Self-supervised learning (SSL) is at the origin of unprecedented improvements in many
different domains including computer vision and natural language processing. Speech …