: NLP Vocabulary: speech transcription

NLP methods and tools > signal processing > speech transcription

speech transcription

Automatic speech recognition of spontaneous speech is a task with some special characteristics as speech transcriptions are expensive to acquire. (Varjokallio & Klakow, 2016)
Making transcriptions of speech from scratch should be hard especially in the case of spontaneous speech. (Saito, Takamichi & Saruwatari, 2020)
The cited sentence represents a transcription of speech delivered by an indigenous Nheengatu speaker (Moore and Pires 1994). (da Silva & Pardo, 2024)
The speech transcription is particularly challenging since the speech includes dialogue in-the-wild including limitations (particularly in our study involving children) such as: i) children talk with low voice ii) children talk in parallel in groups and not one by one iii) children talk over others or also all together. (Anastasiou, Blond-Hanten & Gallais, 2024)

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