Paper Citation Record · LEDGER

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

As of 12 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 93 inbound Pith citation observations for arXiv:2412.02612.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.02612 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T03:53:47.396742Z

measured 143 of 143 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 93 of 93 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:33:55.283870Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

50 of 50 outbound references displayed

verified exact20
verified fuzzy27
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

2
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 428a8c57-b510-4083-ae44-1c68b454d4d4 · outbound

This paper cites FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.534947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3235a4e1-29c7-49e1-9881-79cfcf4a657b · outbound

This paper cites FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.451410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e3724882-3b3d-4e39-8093-f4b6b5756589 · outbound

This paper cites Speecht5: Unified-modal encoder-decoder pre-training for spoken language processing.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Speecht5: Unified-modal encoder-decoder pre-training for spoken language processing

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.618077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 81a8ed31-c0a8-4d5b-86d8-0987627100ba · outbound

This paper cites Tyers, and Gregor Weber.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Tyers, and Gregor Weber

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.622424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3fa3a989-7e68-46d1-a0ac-5533eb11bcb2 · outbound

This paper cites Semantic parsing on freebase from question-answer pairs.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Semantic parsing on freebase from question-answer pairs

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.626624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a8b21b18-e969-4692-8b1e-c6a1c859dbd0 · outbound

This paper cites Audiolm: A language modeling approach to audio generation.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Audiolm: A language modeling approach to audio generation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.630438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae4c66a3-9442-4bd7-b22b-2ae082be49b6 · outbound

This paper cites AISHELL-1: an open-source mandarin speech corpus and a speech recognition baseline.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot AISHELL-1: an open-source mandarin speech corpus and a speech recognition baseline

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.634892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 78d31843-c909-4228-a158-d1a18b135ad2 · outbound

This paper cites Gigaspeech: An evolving, multi-domain ASR corpus with 10, 000 hours of transcribed audio.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Gigaspeech: An evolving, multi-domain ASR corpus with 10, 000 hours of transcribed audio

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.639545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a63ed3e-23e6-4260-ae60-d5e5710d3ddb · outbound

This paper cites SpeechNet: A Universal Modularized Model for Speech Processing Tasks.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot SpeechNet: A Universal Modularized Model for Speech Processing Tasks

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.568840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af400f69-26f3-42aa-8581-4de09686fd5e · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-16T03:53:47.586781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 128b0c8f-5538-4169-99ad-61eedf01cb26 · outbound

This paper cites w2v-bert: Combining contrastive learning and masked language modeling for self-supervised speech pre-training.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot w2v-bert: Combining contrastive learning and masked language modeling for self-supervised speech pre-training

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.643304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ce7e9348-ed2d-4180-9b74-e1ef2a8d67f6 · outbound

This paper cites High fidelity neural audio compression.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot High fidelity neural audio compression

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.647053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2b23fb98-f869-48f0-a7b0-ee6330a711b1 · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Moshi: a speech-text foundation model for real-time dialogue

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.651713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e61d7046-c9c2-4ae4-b5c1-a8dec4d9762d · outbound

This paper cites Jukebox: A Generative Model for Music.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Jukebox: A Generative Model for Music

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-16T03:53:47.474084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9624689d-34a5-4bbf-9958-5d558347c2b8 · outbound

This paper cites CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-16T03:53:47.489342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f6d2f7bb-0212-41b2-821f-8761c3a01feb · outbound

This paper cites LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.496972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fc3eaf2f-8d26-4f33-b667-85b910de8067 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-16T03:53:47.504259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1a4a10bf-1b01-4729-90a6-2af436a5ba2b · outbound

This paper cites Textually pretrained speech language models.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Textually pretrained speech language models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.655384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 71edbb6f-c061-453f-9cd6-c1f330ff99ee · outbound

This paper cites Visqol: an objective speech quality model.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Visqol: an objective speech quality model

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.658897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a9dac0b-07b1-4167-844f-875b90cd86b7 · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Hubert: Self-supervised speech representation learning by masked prediction of hidden units

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.662743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e2b763b3-d87f-49df-8695-4eb8f22c3ee3 · outbound

This paper cites WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.459620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b0890416-7408-4d34-a069-6cdd6a38cf59 · outbound

This paper cites Weld, and Luke Zettlemoyer.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Weld, and Luke Zettlemoyer

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.666570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b2135a48-3780-4905-b892-b91538d23279 · outbound

This paper cites Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.670373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ecca975d-faad-4b7f-9616-7c05c0bbaa02 · outbound

This paper cites High-fidelity audio compression with improved RVQGAN.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot High-fidelity audio compression with improved RVQGAN

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.674339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 34f5ceb6-10a5-41d6-864e-315132f2e335 · outbound

This paper cites On generative spoken language modeling from raw audio.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot On generative spoken language modeling from raw audio

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.678369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ada80ec3-6120-48fb-a3c9-5fc21ccabf5f · outbound

This paper cites Hashimoto.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Hashimoto

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.681842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eef3f15d-3231-419d-b0c4-8ca8a977832f · outbound

This paper cites Mosnet: Deep learning-based objective assessment for voice conversion.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Mosnet: Deep learning-based objective assessment for voice conversion

Reference 27

Resolution: verified exact; doi, observed 2026-05-16T03:53:47.443984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3f6fb731-0617-4ffb-9282-35d5f64b2ea1 · outbound

This paper cites Decoupled Weight Decay Regularization.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Decoupled Weight Decay Regularization

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-16T03:53:47.561835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 946fcd8e-2a4f-4fb0-a601-248d42e628ab · outbound

This paper cites Matcha-TTS: A fast TTS architecture with conditional flow matching.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Matcha-TTS: A fast TTS architecture with conditional flow matching

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.685465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf78982d-c7b2-469a-882c-50d91a7f073d · outbound

This paper cites A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-16T03:53:47.580477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 819280b5-76a1-44e4-b111-a8954543a1a2 · outbound

This paper cites an unresolved cited work.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-16T03:53:47.689123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8f72d4a3-3105-4f5e-98b6-9b7137c48b87 · outbound

This paper cites Expresso: A benchmark and analysis of discrete expressive speech resynthesis.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Expresso: A benchmark and analysis of discrete expressive speech resynthesis

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.693009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c4fbebb8-c809-42ba-9429-97f5c5813b31 · outbound

This paper cites Spirit LM: Interleaved Spoken and Written Language Model.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Spirit LM: Interleaved Spoken and Written Language Model

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.467367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 56f4ccd2-1fab-4072-959a-883767a84c87 · outbound

This paper cites Hello gpt-4o.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Hello gpt-4o

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.696496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation da8ccf8d-a09a-43c0-883e-8ab295c48875 · outbound

This paper cites Librispeech: An asr corpus based on public domain audio books.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Librispeech: An asr corpus based on public domain audio books

Reference 35

Resolution: malformed identifier; arxiv_id, observed 2026-05-16T03:53:47.482142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7a9de88f-0a4d-48aa-8860-e228c2bdc72c · outbound

This paper cites MLS: A large-scale multilingual dataset for speech research.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot MLS: A large-scale multilingual dataset for speech research

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.591044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c7df4242-ba72-4665-bea6-3ed93ee2f1a0 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Robust speech recognition via large-scale weak supervision

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.595307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 27d591dd-3b16-4bd0-9f57-488deefa01fc · outbound

This paper cites Utmos: Utokyo-sarulab system for voicemos challenge 2022.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Utmos: Utokyo-sarulab system for voicemos challenge 2022

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.598875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 93ab99dc-015a-47a7-ad76-78ab99bfb764 · outbound

This paper cites SeACo-Paraformer: A Non-Autoregressive ASR System with Flexible and Effective Hotword Customization Ability.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot SeACo-Paraformer: A Non-Autoregressive ASR System with Flexible and Effective Hotword Customization Ability

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.512254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3d330d51-644f-45ba-8f7d-b6873c7187df · outbound

This paper cites Senior, and Koray Kavukcuoglu.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Senior, and Koray Kavukcuoglu

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.602159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe09de31-23ef-4236-acc5-6a6450230f34 · outbound

This paper cites Neural discrete representation learning.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Neural discrete representation learning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.606181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation abae069a-dbed-4db4-87c3-2b4187cdda19 · outbound

This paper cites Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.520398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 65b8e58d-971c-46f6-918a-71daacd9e47c · outbound

This paper cites Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.527359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f4700e4e-0ad4-49df-a1f1-30827606ba70 · outbound

This paper cites Wenet: Production oriented streaming and non-streaming end-to-end speech recognition toolkit.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Wenet: Production oriented streaming and non-streaming end-to-end speech recognition toolkit

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.614235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2baaaea2-be98-4cc4-9ba7-08c715ce5c63 · outbound

This paper cites Soundstream: An end-to-end neural audio codec.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Soundstream: An end-to-end neural audio codec

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.438327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 140afabd-8852-45ff-b4fd-3259ed7362f6 · outbound

This paper cites Scaling Speech-Text Pre-training with Synthetic Interleaved Data.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Scaling Speech-Text Pre-training with Synthetic Interleaved Data

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.541943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ef1432ba-bd84-420b-b16e-d9df22ac1ef1 · outbound

This paper cites SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.549814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f8751651-4312-4aab-aba1-28dbbaf552d9 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot OPT: Open Pre-trained Transformer Language Models

Reference 48

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T03:53:47.556162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2c157565-0887-4b56-952c-48550c350d74 · outbound

This paper cites Speechtokenizer: Unified speech tokenizer for speech language models.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Speechtokenizer: Unified speech tokenizer for speech language models

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:53:47.610346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 13dd085b-36e2-49f1-b5c6-9e8b5f9fdc4b · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-05-16T03:53:47.574522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 9f82f6b4-caf6-49c0-9063-ba3a842259f1 · inbound

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions cites this paper.

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 137

Resolution: unresolved; no resolver link, observed 2026-08-11T16:56:06.551972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81f76123-dd3a-464e-91bc-16ec47d7dc7c · inbound

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training cites this paper.

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T11:18:40.459612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c2aa9ce-c2a9-4cdd-b070-202333293215 · inbound

Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis cites this paper.

Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T10:50:49.064735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 365b9f81-3b01-4293-9079-df43b2aeaeaa · inbound

Real-Time Textless Dialogue Generation cites this paper.

Real-Time Textless Dialogue Generation GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T21:27:45.655157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5e7723-6d36-414f-a1d0-1646215d8e72 · inbound

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models cites this paper.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.278793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f5b4c4-359b-4b56-a715-6311a995534e · inbound

MinMo: A Multimodal Large Language Model for Seamless Voice Interaction cites this paper.

MinMo: A Multimodal Large Language Model for Seamless Voice Interaction GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T21:10:56.860538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e5eeee-9948-49f2-91ae-23aaaca74e2e · inbound

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her cites this paper.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.715053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6ccf608-f3df-4855-b006-c7740879e3e6 · inbound

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction cites this paper.

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-05-18T13:39:48.403186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e4f0b3ff-3453-4591-a366-942211b6c35c · inbound

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs cites this paper.

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b3330311-5418-4f13-bf52-3f0ff7beb550 · inbound

On The Landscape of Spoken Language Models: A Comprehensive Survey cites this paper.

On The Landscape of Spoken Language Models: A Comprehensive Survey GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-05-22T20:45:08.172164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e7837def-94de-4770-8752-6fe5906d3df1 · inbound

Kimi-Audio Technical Report cites this paper.

Kimi-Audio Technical Report GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72888da8-50f9-4add-9bb4-6f751b1f8573 · inbound

S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models cites this paper.

S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:38:38.037256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39200706-e687-4c09-9335-2c5b907af55e · inbound

SALM-Duplex: Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model cites this paper.

SALM-Duplex: Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:15:41.059351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a92c2aa1-99ea-4f6b-8ef0-909ed81a58a6 · inbound

Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models cites this paper.

Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.942638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d70c55fd-bf15-4950-beb6-956a139fbbc8 · inbound

MFA-KWS: Effective Keyword Spotting with Multi-head Frame-asynchronous Decoding cites this paper.

MFA-KWS: Effective Keyword Spotting with Multi-head Frame-asynchronous Decoding GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:33.837927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d11e388d-38c6-4330-946b-5ce5a959d5d2 · inbound

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction cites this paper.

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:33.352219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b15efbd-c7c1-496d-b92e-9470a0a2afa2 · inbound

SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant cites this paper.

SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:23.320594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ad31277-d93e-4068-a1cd-f9b30221ff29 · inbound

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment cites this paper.

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:58:42.585526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74adbc61-b926-4cf6-9355-eb9286bd6796 · inbound

In This Environment, As That Speaker: A Text-Driven Framework for Multi-Attribute Speech Conversion cites this paper.

In This Environment, As That Speaker: A Text-Driven Framework for Multi-Attribute Speech Conversion GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:50:27.902521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6364a05c-56a0-4e4d-a795-8ba0b4bfed1d · inbound

Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model cites this paper.

Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T05:03:15.913730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 171ac415-b9c8-47de-aab3-1bd0b16a5aec · inbound

Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model cites this paper.

Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:33:19.263029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27cd1f78-1374-4e2a-a5cd-7dad6adb1e06 · inbound

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning cites this paper.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.320447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed8cb77-4e20-4711-b181-e625ac32b5ec · inbound

XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs cites this paper.

XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:51:36.668481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e1311b8-b12f-4de8-af07-d1dff9397c44 · inbound

StreamFlow: Streaming Flow Matching with Block-wise Guided Attention Mask for Speech Token Decoding cites this paper.

StreamFlow: Streaming Flow Matching with Block-wise Guided Attention Mask for Speech Token Decoding GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:33:09.263696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1b2a798-1d33-450d-853d-7e9925e973bc · inbound

Step-Audio 2 Technical Report cites this paper.

Step-Audio 2 Technical Report GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 78

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:59:51.104219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 134ce70d-1692-43cd-9080-f731de608cff · inbound

BoSS: Beyond-Semantic Speech cites this paper.

BoSS: Beyond-Semantic Speech GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.294343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73677d9d-6346-4a6e-81e2-7ba5cb3d7b94 · inbound

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model cites this paper.

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-05T17:56:56.634814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494656bc-0d91-41ad-b14b-d49cb69a3022 · inbound

Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs cites this paper.

Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T16:46:49.270919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c5927f2-6892-4b69-8a73-7dd5735b9669 · inbound

VoxRole: A Comprehensive Benchmark for Evaluating Speech-Based Role-Playing Agents cites this paper.

VoxRole: A Comprehensive Benchmark for Evaluating Speech-Based Role-Playing Agents GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T10:36:06.477526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4407fe5-fb24-4538-b95f-ae677ddbc10a · inbound

An Empirical Analysis of Discrete Unit Representations in Speech Language Modeling Pre-training cites this paper.

An Empirical Analysis of Discrete Unit Representations in Speech Language Modeling Pre-training GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T10:53:41.369932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b720b867-8b51-4b57-821a-a6cd1d1ae847 · inbound

Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages cites this paper.

Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-18T16:31:37.251470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 98b2d878-c61b-4ef6-bea8-a1f6228f8976 · inbound

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs cites this paper.

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 84

Resolution: verified exact; local_arxiv, observed 2026-05-18T13:01:24.330328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6d8d4062-089e-447a-aa45-d6522747308d · inbound

AudioRole: An Audio Dataset for Character Role-Playing in Large Language Models cites this paper.

AudioRole: An Audio Dataset for Character Role-Playing in Large Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-18T13:06:23.831872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 51cab11e-1597-4bca-b4bb-ce67cf821c5d · inbound

Make a Video Call with LLM: A Measurement Campaign over Six Mainstream Apps cites this paper.

Make a Video Call with LLM: A Measurement Campaign over Six Mainstream Apps GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T13:29:04.277748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d8c3881-632a-40ca-9478-ee325d43010f · inbound

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues cites this paper.

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T11:06:44.532704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f14981-1b32-4f39-a32d-6c17d8364115 · inbound

Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models cites this paper.

Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-18T07:46:03.570346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae9f91cc-8f7b-4b89-9e61-e0631934f4d4 · inbound

VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents cites this paper.

VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:43.130162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f163327-00b8-4f3a-b94d-281814f3111c · inbound

ORCA: Open-ended Response Correctness Assessment for Audio Question Answering cites this paper.

ORCA: Open-ended Response Correctness Assessment for Audio Question Answering GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T19:38:26.212573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75ad7880-3258-4cda-8406-36d20049e101 · inbound

ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body cites this paper.

ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 129

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:08:36.269780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e06ff900-f494-4be5-aec2-f0b60a17301b · inbound

Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models cites this paper.

Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-05-16T19:28:20.116056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ff6404e0-db9d-4ad3-9595-3a61f2f7a93e · inbound

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion cites this paper.

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-15T13:43:40.241796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24d8b381-7d8d-4761-8d9d-7a3e93f2bca4 · inbound

Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision cites this paper.

Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T18:42:09.257514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aecb237b-c5fb-4829-848d-db0df7e067c6 · inbound

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning cites this paper.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4edbecd6-0c16-47a1-9d78-9480c99cf225 · inbound

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning cites this paper.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-05-21T10:44:07.726139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b84ee168-78db-49ea-a7d2-ab11bedccfc5 · inbound

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning cites this paper.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cdda8ef-ac8a-4653-9721-18588a276599 · inbound

TiCo: Time-Controllable Spoken Dialogue Model cites this paper.

TiCo: Time-Controllable Spoken Dialogue Model GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5945c65c-a5a3-41ba-ae7d-78afb580d508 · inbound

Sharp spectral estimates for free boundary problems arising in plasma physics cites this paper.

Sharp spectral estimates for free boundary problems arising in plasma physics GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T19:56:33.793167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e02c3ed-03eb-4df1-85c8-3945770da139 · inbound

FastTurn: Unifying Acoustic and Streaming Semantic Cues for Low-Latency and Robust Turn Detection cites this paper.

FastTurn: Unifying Acoustic and Streaming Semantic Cues for Low-Latency and Robust Turn Detection GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f79f6af8-d026-4f35-a0cd-278bcafbacf1 · inbound

Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning cites this paper.

Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-13T10:41:51.251736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e90ac9-568a-4373-bad9-cc5b2a1fb956 · inbound

Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and LLMs cites this paper.

Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and LLMs GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ef66c270-e501-472a-aed7-24e6d05efed4 · inbound

GRM: Utility-Aware Jailbreak Attacks on Audio LLMs via Gradient-Ratio Masking cites this paper.

GRM: Utility-Aware Jailbreak Attacks on Audio LLMs via Gradient-Ratio Masking GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e414a280-1a0a-4bde-8880-b714bf72858e · inbound

HumDial-EIBench: A Human-Recorded Multi-Turn Emotional Intelligence Benchmark for Audio Language Models cites this paper.

HumDial-EIBench: A Human-Recorded Multi-Turn Emotional Intelligence Benchmark for Audio Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d0a4d9f3-2bb2-4bd5-bb3e-8e7585d86f17 · inbound

Character Beyond Speech: Leveraging Role-Playing Evaluation in Audio Large Language Models via Reinforcement Learning cites this paper.

Character Beyond Speech: Leveraging Role-Playing Evaluation in Audio Large Language Models via Reinforcement Learning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4e1f9513-42b1-4389-886f-170370dafe4b · inbound

A Synonymous Variational Perspective on the Rate-Distortion-Perception Tradeoff cites this paper.

A Synonymous Variational Perspective on the Rate-Distortion-Perception Tradeoff GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T20:09:57.922788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3332b3a4-1a5c-4135-a0ad-e8c834f7deab · inbound

Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection cites this paper.

Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b1ee6800-90a8-4286-8196-c135310f7c5b · inbound

Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints cites this paper.

Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4b3b2aca-f622-42ec-a386-c53388929e1b · inbound

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation cites this paper.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 78159a47-e9c3-4a35-b3f4-c571a44aa3bb · inbound

Full-Duplex Interaction in Spoken Dialogue Systems: A Comprehensive Study from the ICASSP 2026 HumDial Challenge cites this paper.

Full-Duplex Interaction in Spoken Dialogue Systems: A Comprehensive Study from the ICASSP 2026 HumDial Challenge GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a3e5a554-578a-4010-801a-8c6f61e5d8d6 · inbound

Fast Text-to-Audio Generation with One-Step Sampling via Energy-Scoring and Auxiliary Contextual Representation Distillation cites this paper.

Fast Text-to-Audio Generation with One-Step Sampling via Energy-Scoring and Auxiliary Contextual Representation Distillation GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 088b1b3b-a760-4c2a-9f1c-c1e434bbbf05 · inbound

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM cites this paper.

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae6a8181-0131-4116-baea-9a6d8f374082 · inbound

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM cites this paper.

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c4aa453e-1067-4b02-8b1d-d7ea0b94f867 · inbound

VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing cites this paper.

VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b15eccef-3678-42c8-a3c9-70e638da3ff3 · inbound

How Should LLMs Listen While Speaking? A Study of User-Stream Routing in Full-Duplex Spoken Dialogue cites this paper.

How Should LLMs Listen While Speaking? A Study of User-Stream Routing in Full-Duplex Spoken Dialogue GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 98d73a50-35cc-412a-ad0d-d42c203f2960 · inbound

AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling cites this paper.

AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2e492102-95ed-4ce4-a186-3f55b82241bc · inbound

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook cites this paper.

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 124

Resolution: verified exact; local_arxiv, observed 2026-05-21T07:39:49.034917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0c127363-d584-4c42-a74d-b5d003087eb3 · inbound

DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action cites this paper.

DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-21T02:43:54.985808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 85596773-8041-411c-8de9-8380400cefa5 · inbound

DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action cites this paper.

DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-06-30T17:34:57.375297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16a25c88-bcf3-4bab-9a14-93d06c2c3f09 · inbound

A Survey of Audio Reasoning in Multimodal Foundation Models cites this paper.

A Survey of Audio Reasoning in Multimodal Foundation Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-21T02:09:24.342869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation edc17ada-56ba-49c9-86e3-10d9c1489f08 · inbound

Toward Native Multimodal Modeling: A Roadmap cites this paper.

Toward Native Multimodal Modeling: A Roadmap GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:04:01.561200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cbba8d8f-bc45-413a-9fd7-63d48dc29d96 · inbound

Learning When to Think While Listening in Large Audio-Language Models cites this paper.

Learning When to Think While Listening in Large Audio-Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:43:50.743020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c75e5f79-e612-424b-ab5e-08c82c1d9955 · inbound

LaSR: Context-Aware Speech Recognition via Latent Reasoning cites this paper.

LaSR: Context-Aware Speech Recognition via Latent Reasoning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T19:22:34.950712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ddb2aaee-48dd-43de-8915-fc12e7d63ee2 · inbound

Sympatheia: Emotionally Adaptive Voice Assistant with Continuous Affect Conditioning cites this paper.

Sympatheia: Emotionally Adaptive Voice Assistant with Continuous Affect Conditioning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-06-28T18:02:27.090218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 363b0d7f-2e34-4f19-b7e8-1c3d336660ec · inbound

MOSS-Audio Technical Report cites this paper.

MOSS-Audio Technical Report GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-07-02T00:56:24.986552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 46d7b5d9-f76d-49b4-a521-2b4d25093144 · inbound

IRAF: Interference-Resilient Adaptive Fusion for Noise-Robust End-to-End Full-Duplex Spoken Dialogue Systems cites this paper.

IRAF: Interference-Resilient Adaptive Fusion for Noise-Robust End-to-End Full-Duplex Spoken Dialogue Systems GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-02T15:37:06.809939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 14c18da9-d85b-446c-a9f6-ca86dbe854ac · inbound

Beyond Semantic Dominance: Cognitive Affective Reasoning and Empathetic Response Alignment in Audio Language Models cites this paper.

Beyond Semantic Dominance: Cognitive Affective Reasoning and Empathetic Response Alignment in Audio Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-07-02T19:47:20.044588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 51b0275c-260b-4804-a63b-b55679767853 · inbound

Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering cites this paper.

Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-07-03T05:07:39.514736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2f7da106-8fab-442b-9c8f-1b5a96b9c611 · inbound

Benchmarking Neural Speech Compression from a Rate-Distortion Perspective cites this paper.

Benchmarking Neural Speech Compression from a Rate-Distortion Perspective GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-07-03T12:48:12.274727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ed2af017-186b-431c-babe-07a59fa63cfe · inbound

Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation cites this paper.

Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-03T13:18:12.822482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2f4fe339-2ce1-4cc4-baa6-127bc09eb08f · inbound

Endpoint Anticipation for Low-Latency Spoken Dialogue cites this paper.

Endpoint Anticipation for Low-Latency Spoken Dialogue GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-03T16:28:39.164543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ba53d677-58c0-49fc-a6a8-0252b2c5af32 · inbound

Predict, Reuse, and Repair: Accelerating Dynamic Sparse Attention for Long-Context LLM Decoding cites this paper.

Predict, Reuse, and Repair: Accelerating Dynamic Sparse Attention for Long-Context LLM Decoding GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T07:04:20.899118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dd8dc385-a372-410b-8289-a590a05290c1 · inbound

Preserving Speech-to-Text LLM Capabilities in Speech-to-Speech Generation cites this paper.

Preserving Speech-to-Text LLM Capabilities in Speech-to-Speech Generation GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-01T13:05:45.834436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e2d1cb7f-9588-4af1-8b32-c1d1f461a2c8 · inbound

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model cites this paper.

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 212

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T11:55:42.255512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bb37c311-8601-4b7d-a64f-07654ece0ec2 · inbound

Enhancing Flow Matching with A Unified Guidance Framework for Efficient and Robust Speech Synthesis cites this paper.

Enhancing Flow Matching with A Unified Guidance Framework for Efficient and Robust Speech Synthesis GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-02T06:56:44.332417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 300a1252-3d10-4733-87c3-75c4314afba4 · inbound

Unlocking Speech-Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning cites this paper.

Unlocking Speech-Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:38:28.596715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ee5c60a1-fc3e-4c11-939c-c96a57f55662 · inbound

Unified Audio Intelligence Without Regressing on Text Intelligence cites this paper.

Unified Audio Intelligence Without Regressing on Text Intelligence GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 175

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T00:04:22.661580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5b79b252-f52f-44bd-b2a5-259558dc1f95 · inbound

Unified Audio Intelligence Without Regressing on Text Intelligence cites this paper.

Unified Audio Intelligence Without Regressing on Text Intelligence GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 175

Resolution: unresolved; no resolver link, observed 2026-07-11T07:46:49.059192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2226ca2-91bf-4957-b01f-fb74290ba53e · inbound

Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs cites this paper.

Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-07-08T02:44:27.544716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 99fb2f1a-4f93-43a9-8bd2-85cdf477a05a · inbound

Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models cites this paper.

Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-01T11:20:18.091728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebb9399c-db7c-4ad2-a17d-9402744aee6b · inbound

Audio-Zero: Label-Free Self-Evolution for Fine-Grained Audio Reasoning cites this paper.

Audio-Zero: Label-Free Self-Evolution for Fine-Grained Audio Reasoning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T10:40:25.933165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798d44f9-d625-476e-b436-eb0ef3435f70 · inbound

X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment cites this paper.

X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-01T07:12:15.461952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10adce2e-e654-40fc-9766-7909b25b3abd · inbound

SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation cites this paper.

SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T04:20:41.694183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c648a9b2-30be-496d-9dd7-ddc0d543d6e7 · inbound

DialectS2S: End-to-End Speech Dialogue Modeling for Low-Resource Chinese Dialects cites this paper.

DialectS2S: End-to-End Speech Dialogue Modeling for Low-Resource Chinese Dialects GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T00:33:55.283870Z

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Observation 9515d57e-b62e-4052-85c9-8c62812abc88 · inbound

EmoS: A Theory-Grounded Framework for Evaluating and Aligning Emotional Intelligence in Spoken Language Models cites this paper.

EmoS: A Theory-Grounded Framework for Evaluating and Aligning Emotional Intelligence in Spoken Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T21:52:46.705383Z

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