5 citations · 12 across the 6 of their papers we have counts for
6 papers · 1 filter
Benchmarking and Domain Adaptation of Automatic Speech Recognition (ASR) for Adolescent Health Communication in Ghanaian Languages
Stephen E. Moore, Akwasi Asare, Mich-Seth Owusu +3
This paper presents an end-to-end study of automatic speech recognition (ASR) for adolescent health communication in three Ghanaian languages (Twi, Dagbani, and Ewe). The work proc…
DONDO: Open w2v-BERT Speech-Recognition Base Models for African Languages
Paul Azunre, Naafi Ibrahim, Joel Budu +1
We present DONDO, a family of open, permissively licensed automatic speech recognition (ASR) base models for African languages, built on the w2v-BERT 2.0 self-supervised speech enc…
GhanaNLP Parallel Corpora: Comprehensive Multilingual Resources for Low-Resource Ghanaian Languages
Lawrence Adu Gyamfi, Paul Azunre, Stephen Edward Moore +4
Low resource languages present unique challenges for natural language processing due to the limited availability of digitized and well structured linguistic data. To address this g…
English-Twi Parallel Corpus for Machine Translation
Paul Azunre, Salomey Osei, Salomey Addo +24
We present a parallel machine translation training corpus for English and Akuapem Twi of 25,421 sentence pairs. We used a transformer-based translator to generate initial translati…
NLP for Ghanaian Languages
Paul Azunre, Salomey Osei, Salomey Addo +24
NLP Ghana is an open-source non-profit organization aiming to advance the development and adoption of state-of-the-art NLP techniques and digital language tools to Ghanaian languag…
Contextual Text Embeddings for Twi
Paul Azunre, Salomey Osei, Salomey Addo +24
Transformer-based language models have been changing the modern Natural Language Processing (NLP) landscape for high-resource languages such as English, Chinese, Russian, etc. Howe…