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  license: cc-by-nc-nd-4.0
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  license: cc-by-nc-nd-4.0
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+ ## Description
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+ 155 Malaysian local speakers participated in the recording and the recoring environment is quiet. The recordings contain various categories like in-car scene, home, speech assistant. 50 sentences for each speaker. The valid time is 7 hours. All texts are manually transcribed with high accuracy.
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+ For more details, please refer to the link: https://www.nexdata.ai/dataset/172?source=Huggingface
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+ ## Format
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+ 16kHz, 16bit, uncompressed wav, mono channel
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+
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+ ## Recording environment
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+ quiet indoor environment, without echo
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+ ## Recording content (read speech)
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+ smart car; smart home; speech assistant
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+ ## Speaker
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+ 155 Malays, 66% of which are female
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+
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+ ## Device
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+ Android mobile phone, iPhone
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+ ## Language
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+ Malay
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+ ## Transcription content
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+ text, 4 special identifiers
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+ ## Accuracy rate
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+ 95% (the accuracy rate of identifiers is not included)
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+ ## Application scenarios
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+ speech recognition, voiceprint recognition
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+ # Licensing Information
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+ Commercial License