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GLM4Voice: low-rate speech tokenization and interleaved pretraining

Combined an ASR-derived vector-quantized speech tokenizer with synthesized interleaved text/speech pretraining and conversational adaptation of a text-language model.

What is recorded here?

Combined an ASR-derived vector-quantized speech tokenizer with synthesized interleaved text/speech pretraining and conversational adaptation of a text-language model.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

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.

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People and systems

Aohan Zeng; Zhengxiao Du; Mingdao Liu; Kedong Wang; Shengmin Jiang; Lei Zhao; Yuxiao Dong; Jie Tang

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.

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English catalogue narrative

GLM4Voice: low-rate speech tokenization and interleaved pretraining

Combined an ASR-derived vector-quantized speech tokenizer with synthesized interleaved text/speech pretraining and conversational adaptation of a text-language model.

Scientific scope

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.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Aohan Zeng; Zhengxiao Du; Mingdao Liu; Kedong Wang; Shengmin Jiang; Lei Zhao; Yuxiao Dong; Jie Tang

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.

Original sources