MGhana-ST: A Low-Resource Speech Translation Dataset for Ghanaian Languages and an Analysis of Multilingual Training Trade-offs

arXiv:2609.40041 · cs.CL · Submitted 2026-09-30 · Read on arXiv

cs.CL

Submitted: 2026-09-30

Updated: 2026-10-01

Code: https://github.com/Ashesi-Org/Financial-Inclusion-Speech-Dataset

Terminology

Cross-lingual Transfer — 7× in this paper · explained in 2 episodes
Provenance — 4× in this paper · explained in 3 episodes
Benchmark — 3× in this paper · explained in 2 episodes
Fine-Tuning — 3× in this paper · explained in 5 episodes
Transformer — 3× in this paper · explained in 2 episodes
Adversarial Training — 2× in this paper · explained in 1 episode
Zero-Shot Transfer — 2× in this paper · explained in 4 episodes
Accuracy — 1× in this paper · explained in 1 episode
Adaptation — 1× in this paper · explained in 1 episode
Automatic Speech Recognition (ASR) — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Low-Resource Languages — 1× in this paper · explained in 4 episodes
Meta-learning — 1× in this paper · explained in 2 episodes
Representation Learning — 1× in this paper · explained in 2 episodes
Verification — 1× in this paper · explained in 2 episodes

Sources

Related papers