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Field Notes is the Way With Words blog: long-form guidance on human transcription, broadcast and corporate captioning, interview and research audio, and speech dataset design for ASR and conversational AI. We write for programme managers, researchers, legal and compliance teams, and product leaders who care about accuracy, turnaround, and defensible data handling.
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Showing 12 posts on this page (527 total)
Progress in Speech-to-text Technologies for African Languages
By Way With Words Team
As we delve into the advancements in speech-to-text technologies for African languages, several key questions and unique challenges arise.
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How Can Speech Technology Support Endangered African Languages?
By Way With Words Team
Endangered African languages, which are a vital part of the continent's rich cultural tapestry, are facing threats from globalisation and other factors.
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Ethical Considerations in Speech Data Collection for African Languages
By Way With Words Team
Speech data collection has emerged as a cornerstone for developing technologies that understand and interact with human languages.
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How Diversity of African Languages Impacts Speech Recognition Tech
By Way With Words Team
The vast linguistic diversity of African languages presents unique challenges and opportunities in the development of speech recognition technology.
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10 Key Challenges Faced in Speech Data Collection in Africa
By Way With Words Team
What infrastructure is needed to support efforts in speech data collection in Africa, and how do cultural factors influence speech data collection?
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Access Open-Source Speech Datasets for African Languages
By Way With Words Team
How can one access open-source speech datasets for African languages and what are the challenges one should be aware of?
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Popular African Languages With Significant Speech Data
By Way With Words Team
We delve into the world of more popular African languages, highlighting the most spoken languages with some or substantial speech data available.
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What Are Future Trends in Speech Technology and Machine Learning?
By Way With Words Team
AI is evolving rapidly, and several key questions emerge as we look into the future trends in speech technology and machine learning.
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10 Metrics to Assess Speech Recognition Systems Performance
By Way With Words Team
Evaluating the performance of speech recognition systems involves a multi-faceted approach that scrutinises accuracy, speed, and usability.
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AI Advancements in Speech Synthesis and Voice Generation
By Way With Words Team
Speech synthesis and voice generation stand out as revolutionary technologies, reshaping how humans interact with machines.
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How is Speech Data Used in Natural Language Processing?
By Way With Words Team
Natural language processing stands out as a cornerstone technology that bridges human communication and machine understanding.
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10 Open-source Speech Data Resources for Machine Learning
By Way With Words Team
We explore open-source speech datasets invaluable for machine learning, delving into their unique characteristics, strengths, and applications.
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