Quantizing speech at frame, phone, word, and utterance levels preserves emotion and prominence better than frame-only discrete units at similar bitrates.
Segmentation-Variant Codebooks We encode speech into continuous representations using the frozen HuBERT-large model [17]
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Segmentation-Variant Codebooks for Preservation of Paralinguistic and Prosodic Information
Quantizing speech at frame, phone, word, and utterance levels preserves emotion and prominence better than frame-only discrete units at similar bitrates.