Fetching the paper…
Reading the bibliography…
Africa has a very low doctor-to-patient ratio.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al. 2020 · 1901
Earlier work this paper cites.
vq-wav2vec: Self-supervised learning of discrete speech representations
Alexei Baevski, Steffen Schneider, and Michael Auli. 2020a · 1910
Earlier work this paper cites.
Common voice: A massively-multilingual speech corpus
Rosana Ardila, Megan Branson, Kelly Davis, Michael Henretty, Michael Kohler, Josh Meyer, Reuben Morais, Lindsay Saunders, Francis M Tyers, and Gregor Weber. 2019 · 1912
Earlier work this paper cites.
The language situation in africa today
Abdulaziz Y Lodhi. 1993 · 1993
Earlier work this paper cites.
African languages: An introduction
Bernd Heine and Derek Nurse. 2000 · 2000
Earlier work this paper cites.
Conformer: Convolution-augmented transformer for speech recognition
Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, et al. 2020 · 2005
Earlier work this paper cites.
wav2vec 2.0: A framework for self-supervised learning of speech representations
Alexei Baevski, Henry Zhou, Abdel rahman Mohamed, and Michael Auli. 2020b · 2006
Earlier work this paper cites.
Changing patterns of disease and mortality in sub-saharan africa: an overview
Florence K Baingana and Eduard R Bos. 2006 · 2006
Earlier work this paper cites.
Information technology for health in developing countries
Frederick Bukachi and Neil Pakenham-Walsh. 2007 · 2007
Earlier work this paper cites.
Human and automatic accent identification of nguni and sotho black south african english
Febe De Wet, Philippa Louw, and Thomas Niesler. 2007 · 2007
Earlier work this paper cites.
Database resources of the national center for biotechnology information
David L Wheeler, Tanya Barrett, Dennis A Benson, Stephen H Bryant, Kathi Canese, Vyacheslav Chetvernin, Deanna M Church, Michael DiCuccio, Ron Edgar, Scott Federhen, et al. 2007 · 2007
Earlier work this paper cites.
The health worker shortage in africa: are enough physicians and nurses being trained?
Yohannes Kinfu, Mario R Dal Poz, Hugo Mercer, and David B Evans. 2009 · 2009
Earlier work this paper cites.
Shortage of healthcare workers in developing countries–africa
Saraladevi Naicker, Jacob Plange-Rhule, Roger C Tutt, and John B Eastwood. 2009 · 2009
Earlier work this paper cites.
Tackling africa’s chronic disease burden: from the local to the global
Ama de Graft Aikins, Nigel Unwin, Charles Agyemang, Pascale Allotey, Catherine Campbell, and Daniel Arhinful. 2010 · 2010
Earlier work this paper cites.
Shortage of healthcare workers in sub-saharan africa: a nephrological perspective
Saraladevi Naicker, John B Eastwood, Jacob Plange-Rhule, and Roger C Tutt. 2010 · 2010
Earlier work this paper cites.
Multi-accent speech recognition of afrikaans, black and white varieties of south african english
Herman Kamper and Thomas Niesler. 2011 · 2011
Earlier work this paper cites.
Using african names to identify the origins of captives in the transatlantic slave trade: crowd-sourcing and the registers of liberated africans, 1808–1862
Richard Anderson, Alex Borucki, Daniel Domingues Da Silva, David Eltis, Paul Lachance, Philip Misevich, and Olatunji Ojo. 2013 · 2013
Earlier work this paper cites.
Ncbi disease corpus: a resource for disease name recognition and concept normalization
Rezarta Islamaj Doğan, Robert Leaman, and Zhiyong Lu. 2014 · 2014
Earlier work this paper cites.
Supervised domain adaptation for emotion recognition from speech
Mohammed Abdelwahab and Carlos Busso. 2015 · 2015
Earlier work this paper cites.
Stakeholders’ perceptions on shortage of healthcare workers in primary healthcare in botswana: focus group discussions
Oathokwa Nkomazana, Robert Mash, Sheila Shaibu, and Nthabiseng Phaladze. 2015 · 2015
Earlier work this paper cites.
Librispeech: an asr corpus based on public domain audio books
Vassil Panayotov, Guoguo Chen, Daniel Povey, and Sanjeev Khudanpur. 2015a · 2015
Earlier work this paper cites.
Librispeech: An asr corpus based on public domain audio books
Vassil Panayotov, Guoguo Chen, Daniel Povey, and Sanjeev Khudanpur. 2015b · 2015
Earlier work this paper cites.
Analysis of documentation speed using web-based medical speech recognition technology: randomized controlled trial
Markus Vogel, Wolfgang Kaisers, Ralf Wassmuth, Ertan Mayatepek, et al. 2015 · 2015
Earlier work this paper cites.
Introduction of digital speech recognition in a specialised outpatient department: a case study
Christoph Ahlgrim, Oliver Maenner, and Manfred W Baumstark. 2016 · 2016
Earlier work this paper cites.
Pointer sentinel mixture models
Stephen Merity, Caiming Xiong, James Bradbury, and Richard Socher. 2016 · 2016
Earlier work this paper cites.
Question systematization using templates
Komal Pawar and Urmila Shrawankar. 2016 · 2016
Earlier work this paper cites.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter. 2017 · 2017
Cited alongside, same era.
Personal name in igbo culture: a dataset on randomly selected personal names and their statistical analysis
Hilary I Okagbue, Abiodun A Opanuga, Muminu O Adamu, Paulinus O Ugwoke, Emmanuela CM Obasi, and Grace A Eze. 2017 · 2017
Cited alongside, same era.
An unsupervised deep domain adaptation approach for robust speech recognition
Sining Sun, Binbin Zhang, Lei Xie, and Yanning Zhang. 2017 · 2017
Cited alongside, same era.
Speech recognition for clinical documentation from 1990 to 2018: a systematic review
Suzanne V Blackley, Jessica Huynh, Liqin Wang, Zfania Korach, and Li Zhou. 2019 · 2018
Cited alongside, same era.
Ted-lium 3: twice as much data and corpus repartition for experiments on speaker adaptation
François Hernandez, Vincent Nguyen, Sahar Ghannay, Natalia Tomashenko, and Yannick Esteve. 2018 · 2018
Cited alongside, same era.
Accent-robust automatic speech recognition using supervised and unsupervised wav2vec embeddings
Jialu Li, Vimal Manohar, Pooja Chitkara, Andros Tjandra, Michael Picheny, Frank Zhang, Xiaohui Zhang, and Yatharth Saraf. 2021 · 2021
Later among the works it cites.
A systematic review of the factors that hinder the scale up of mobile health technologies in antenatal care programmes in sub-saharan africa
Tarisai Kudakwashe Manyati and Morgen Mutsau. 2021 · 2021
Later among the works it cites.
Speechbrain: A general-purpose speech toolkit
Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, et al. 2021 · 2021
Later among the works it cites.
Kathleen Siminyu, Godson Kalipe, Davor Orlic, Jade Abbott, Vukosi Marivate, Sackey Freshia, Prateek Sibal, Bhanu Neupane, David I Adelani, Amelia Taylor, et al. 2021 · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Domain adversarial training for accented speech recognition
Sining Sun, Ching feng Yeh, Mei-Yuh Hwang, Mari Ostendorf, and Lei Xie. 2018 · 2018
Cited alongside, same era.
Ethnologue: Languages of the World, 22nd Edition
David Eberhard, Gary Simons, and Chuck Fennig. 2019 · 2019
Cited alongside, same era.
A clinician survey of using speech recognition for clinical documentation in the electronic health record
Foster R Goss, Suzanne V Blackley, Carlos A Ortega, Leigh T Kowalski, Adam B Landman, Chen-Tan Lin, Marie Meteer, Samantha Bakes, Stephen C Gradwohl, David W Bates, et al. 2019 · 2019
Cited alongside, same era.
Identifying key challenges facing healthcare systems in africa and potential solutions
Obinna O Oleribe, Jenny Momoh, Benjamin SC Uzochukwu, Francisco Mbofana, Akin Adebiyi, Thomas Barbera, Roger Williams, and Simon D Taylor-Robinson. 2019 · 2019
Cited alongside, same era.
wav2vec: Unsupervised Pre-Training for Speech Recognition
Steffen Schneider, Alexei Baevski, Ronan Collobert, and Michael Auli. 2019 · 2019
Cited alongside, same era.
Common voice: A massively-multilingual speech corpus
Rosana Ardila, Megan Branson, Kelly Davis, Michael Henretty, Michael Kohler, Josh Meyer, Reuben Morais, Lindsay Saunders, Francis M. Tyers, and Gregor Weber. 2020 · 2020
Cited alongside, same era.
Physician use of speech recognition versus typing in clinical documentation: a controlled observational study
Suzanne V Blackley, Valerie D Schubert, Foster R Goss, Wasim Al Assad, Pamela M Garabedian, and Li Zhou. 2020 · 2020
Cited alongside, same era.
Voxlingua107: A dataset for spoken language recognition
Jörgen Valk and Tanel Alumäe. 2021 · 2021
Later among the works it cites.
Chronic staff shortfalls stifle Africa’s health systems: WHO study — afro.who.int
2022
Later among the works it cites.
The health workforce status in the who african region: findings of a cross-sectional study
Adam Ahmat, Sunny C Okoroafor, Isabel Kazanga, James Avoka Asamani, Jean Jacques Salvador Millogo, Mourtala Mahaman Abdou Illou, Kasonde Mwinga, and Jennifer Nyoni. 2022 · 2022
Later among the works it cites.
Building text and speech datasets for low resourced languages: A case of languages in east africa
Claire Babirye, Joyce Nakatumba-Nabende, Andrew Katumba, Ronald Ogwang, Jeremy Tusubira Francis, Jonathan Mukiibi, Medadi Ssentanda, Lilian D Wanzare, and Davis David. 2022 · 2022
Later among the works it cites.
Xls-r: Self-supervised cross-lingual speech representation learning at scale
Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, and Michael Auli. 2022 · 2022
Later among the works it cites.
Wavlm: Large-scale self-supervised pre-training for full stack speech processing
Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, et al. 2022 · 2022
Later among the works it cites.
TOKEN is a MASK: few-shot named entity recognition with pre-trained language models
Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, and Dietrich Klakow. 2022 · 2022
Later among the works it cites.
Improvement in automatic speech recognition of south asian accent using transfer learning of deepspeech2
Muhammad Ahmed Hassan, Asim Rehmat, Muhammad Usman Ghani Khan, Muhammad Haroon Yousaf, et al. 2022 · 2022
Later among the works it cites.
EDUSTT: In-domain speech recognition for nigerian accented educational contents in english
Sharon Ibejih, Wuraola Fisayo Oyewusi, Olubayo Adekanmbi, and Opeyemi Osakuade. 2022 · 2022
Later among the works it cites.
Towards building asr systems for the next billion users
Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, and Mitesh M Khapra. 2022 · 2022
Later among the works it cites.
Perez Ogayo, Graham Neubig, and Alan W Black. 2022 · 2022
Later among the works it cites.
Yfacc: A yorùbá speech-image dataset for cross-lingual keyword localisation through visual grounding
Kayode Olaleye, Dan Oneaţă, and Herman Kamper. 2022 · 2022
Later among the works it cites.
Robust speech recognition via large-scale weak supervision
Alec Radford, Jong Wook Kim, Tao Xu, Greg Brockman, Christine McLeavey, and Ilya Sutskever. 2022 · 2022
Later among the works it cites.
Multi-task end-to-end model for telugu dialect and speech recognition
Aditya Yadavalli, Ganesh S Mirishkar, and Anil Kumar Vuppala. 2022 · 2022
Later among the works it cites.
Prompt tuning for discriminative pre-trained language models
Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, and Jianyong Wang. 2022 · 2022
Later among the works it cites.
Mitigating bias against non-native accents
Yuanyuan Zhang, Yixuan Zhang, Bence Halpern, Tanvina Patel, and Odette Scharenborg. 2022 · 2022
Later among the works it cites.
What we know so far: Artificial intelligence in african healthcare
Naome Etori, Ebasa Temesgen, and Maria Gini. 2023 · 2023
Closest in time.
The edinburgh international accents of english corpus: Towards the democratization of english asr
Ramon Sanabria, Nikolay Bogoychev, Nina Markl, Andrea Carmantini, Ondrej Klejch, and Peter Bell. 2023 · 2023
Closest in time.
Demographics of africa — Wikipedia, the free encyclopedia
Wikipedia contributors. 2023a · 2023
Closest in time.
Languages of africa — Wikipedia, the free encyclopedia
Wikipedia contributors. 2023b · 2023
Closest in time.
List of cities in africa by population — Wikipedia, the free encyclopedia
Wikipedia contributors. 2023c · 2023
Closest in time.