BWhat changed
Combined an ASR-derived vector-quantized speech tokenizer with synthesized interleaved text/speech pretraining and conversational adaptation of a text-language model.
Scientific scope
Combined an ASR-derived vector-quantized speech tokenizer with synthesized interleaved text/speech pretraining and conversational adaptation of a text-language model. Inherits ASR quantization, speech tokens and GLM4. Acoustic bitrate refers to the discrete semantic interface, not full waveform fidelity at175bps or total system bandwidth. End-to-end conversational quality remains empirically bounded.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits ASR quantization, speech tokens and GLM4. Acoustic bitrate refers to the discrete semantic interface, not full waveform fidelity at175bps or total system bandwidth. End-to-end conversational quality remains empirically bounded.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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