Datasets:
Formats:
parquet
Languages:
English
Size:
1K - 10K
ArXiv:
Tags:
shouts
emotional_speech
distance_speech
smartphone_recordings
nonsense_phrases
non-native_accents
License:
Update README.md
Browse files
README.md
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## Data collection
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The BERSt dataset represents data collected in home envrionments using various smartphone microphones (phone model available as metadata)
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The data includes 13 non-sense phrases for use cases robust to lingustic context and high surprisal.
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Partipants were prompted to speak, raise their voice and shout each phrase while moving their phone to various distances and locations in their home, as well as with various obstructions to the microphone, e.g. in a backpack
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## Data collection
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The BERSt dataset represents data collected in home envrionments using various smartphone microphones (phone model available as metadata)
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The recordings come from professional actors around the globe and represent varying regional accents in English: UK, Canada, USA (multi-state), Australia, including a subset of the data that is non-native English speakers including: French, Russian, Hindi etc.
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The data includes 13 non-sense phrases for use cases robust to lingustic context and high surprisal.
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Partipants were prompted to speak, raise their voice and shout each phrase while moving their phone to various distances and locations in their home, as well as with various obstructions to the microphone, e.g. in a backpack
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