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 …

Findings of the iwslt 2023 evaluation campaign

M Agarwal, S Agarwal, A Anastasopoulos, L Bentivogli… - 2023 - um.edu.mt
This paper reports on the shared tasks organized by the 20th IWSLT Conference. The
shared tasks address 9 scientific challenges in spoken language translation: simultaneous …

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 …

ON-TRAC consortium systems for the IWSLT 2022 dialect and low-resource speech translation tasks

MZ Boito, J Ortega, H Riguidel, A Laurent… - arXiv preprint arXiv …, 2022 - arxiv.org
This paper describes the ON-TRAC Consortium translation systems developed for two
challenge tracks featured in the Evaluation Campaign of IWSLT 2022: low-resource and …

Multilingual Speech Models for Automatic Speech Recognition Exhibit Gender Performance Gaps

G Attanasio, B Savoldi, D Fucci, D Hovy - arXiv preprint arXiv:2402.17954, 2024 - arxiv.org
Current voice recognition approaches use multi-task, multilingual models for speech tasks
like Automatic Speech Recognition (ASR) to make them applicable to many languages …

QUESPA Submission for the IWSLT 2024 Dialectal and Low-resource Speech Translation Task

JE Ortega, RJ Zevallos, IS Ahmad… - Proceedings of the 21st …, 2024 - aclanthology.org
This article describes the QUESPA team speech translation (ST) submissions for the
Quechua to Spanish (QUE–SPA) track featured in the Evaluation Campaign of IWSLT 2024 …

Zambezi voice: A multilingual speech corpus for zambian languages

C Sikasote, K Siaminwe, S Mwape, B Zulu… - arXiv preprint arXiv …, 2023 - arxiv.org
This work introduces Zambezi Voice, an open-source multilingual speech resource for
Zambian languages. It contains two collections of datasets: unlabelled audio recordings of …

Strategies for improving low resource speech to text translation relying on pre-trained asr models

S Kesiraju, M Sarvas, T Pavlicek, C Macaire… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper presents techniques and findings for improving the performance of low-resource
speech to text translation (ST). We conducted experiments on both simulated and real-low …

[PDF][PDF] Twists, humps, and pebbles: multilingual speech recognition models exhibit gender performance gaps

G Attanasio, B Savoldi, D Fucci… - Proceedings of the 2024 …, 2024 - iris.unibocconi.it
Current automatic speech recognition (ASR) models are designed to be used across many
languages and tasks without substantial changes. However, this broad language coverage …

Findings of the IWSLT 2024 Evaluation Campaign

IS Ahmad, A Anastasopoulos, O Bojar, C Borg… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper reports on the shared tasks organized by the 21st IWSLT Conference. The
shared tasks address 7 scientific challenges in spoken language translation: simultaneous …