Machine Intelligence in Africa: a survey

AA Tapo, A Traoré, S Danioko, H Tembine - arxiv preprint arxiv …, 2024 - arxiv.org
In the last 5 years, the availability of large audio datasets in African countries has opened
unlimited opportunities to build machine intelligence (MI) technologies that are closer to the …

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition

B Talafha, K Kadaoui, SM Magdy… - arxiv preprint arxiv …, 2024 - arxiv.org
In spite of the recent progress in speech processing, the majority of world languages and
dialects remain uncovered. This situation only furthers an already wide technological divide …

Brilla ai: Ai contestant for the national science and maths quiz

G Boateng, JA Mensah, KT Yeboah, W Edor… - … Conference on Artificial …, 2024 - Springer
The African continent lacks enough qualified teachers which hampers the provision of
adequate learning support. An AI could potentially augment the efforts of the limited number …

AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents

AT Owodunni, A Yadavalli, CC Emezue… - arxiv preprint arxiv …, 2024 - arxiv.org
Despite advancements in speech recognition, accented speech remains challenging. While
previous approaches have focused on modeling techniques or creating accented speech …

AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset

T Olatunji, C Nimo, A Owodunni, T Abdullahi… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in large language model (LLM) performance on medical multiple
choice question (MCQ) benchmarks have stimulated interest from healthcare providers and …

State of NLP in Kenya: A Survey

CJ Amol, EA Chimoto, RD Gesicho, AM Gitau… - arxiv preprint arxiv …, 2024 - arxiv.org
Kenya, known for its linguistic diversity, faces unique challenges and promising
opportunities in advancing Natural Language Processing (NLP) technologies, particularly …

Africa-Centric Self-Supervised Pre-Training for Multilingual Speech Representation in a Sub-Saharan Context

A Caubrière, E Gauthier - arxiv preprint arxiv:2404.02000, 2024 - arxiv.org
We present the first self-supervised multilingual speech model trained exclusively on African
speech. The model learned from nearly 60 000 hours of unlabeled speech segments in 21 …

1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis

S Ogun, AT Owodunni, T Olatunji, E Alese… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advances in speech synthesis have enabled many useful applications like audio
directions in Google Maps, screen readers, and automated content generation on platforms …

Performant ASR Models for Medical Entities in Accented Speech

T Afonja, T Olatunji, S Ogun, NA Etori… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent strides in automatic speech recognition (ASR) have accelerated their application in
the medical domain where their performance on accented medical named entities (NE) such …

Non-autoregressive real-time Accent Conversion model with voice cloning

V Nechaev, S Kosyakov - arxiv preprint arxiv:2405.13162, 2024 - arxiv.org
Currently, the development of Foreign Accent Conversion (FAC) models utilizes deep neural
network architectures, as well as ensembles of neural networks for speech recognition and …