Paper Citation Record · LEDGER

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge

As of 7 August 2026, this Paper Citation Record lists 100 of 195 outbound references and 6 inbound Pith citation observations for arXiv:2505.23009.

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

pith.paper-citation-record.v1
2505.23009 v1

Coverage vector

measured 100 of 195 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:59:32.450042Z

measured 106 of 106 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:17:47.141942Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

100 of 195 outbound references displayed

verified exact0
verified fuzzy0
unresolved100
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 7d460f25-18c0-4329-9174-9cf3247ae840 · outbound

This paper cites https://huggingface.co/openbmb/MiniCPM-o-2_6.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge https://huggingface.co/openbmb/MiniCPM-o-2_6

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:22.123813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 176414f3-bc3c-437f-a44a-2f9f85b6a498 · outbound

This paper cites https://github.com/suno-ai/bark.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge https://github.com/suno-ai/bark

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:22.355934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11bd66d3-2f8a-43c5-ac37-f34a81ba86a0 · outbound

This paper cites https://github.com/neonbjb/tortoise-tts.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge https://github.com/neonbjb/tortoise-tts

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:22.464130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205fee0c-98cd-4066-8c0f-90393b0867ad · outbound

This paper cites https://github.com/wenet-e2e/WeTextProcessing.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge https://github.com/wenet-e2e/WeTextProcessing

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:22.598188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71cea248-dfa8-4a11-a6c1-89e155429b41 · outbound

This paper cites https://huggingface.co/Zyphra/Zonos-v0.1-transformer.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge https://huggingface.co/Zyphra/Zonos-v0.1-transformer

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:22.693266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dca4f373-43c2-43b2-b8da-0eed141567e1 · outbound

This paper cites Seed-tts: A family of high-quality versatile speech generation models, 2024.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Seed-tts: A family of high-quality versatile speech generation models, 2024

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:22.786045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cc3aa6f-a4f7-4cf6-bce4-5376fbf511d6 · outbound

This paper cites Hifi++: A unified framework for bandwidth extension and speech enhancement.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Hifi++: A unified framework for bandwidth extension and speech enhancement

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:22.903641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1219e962-6254-4cb4-a3d6-ffb802aac7e0 · outbound

This paper cites Deep learning-based expressive speech synthesis: a systematic review of approaches, challenges, and resources.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Deep learning-based expressive speech synthesis: a systematic review of approaches, challenges, and resources

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.021512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25f6b129-e257-4dd4-90f3-c6e970419d49 · outbound

This paper cites Orpheus-tts.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Orpheus-tts

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.142124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9573afaa-fdaa-40fd-bd92-325d8626ffce · outbound

This paper cites Audio large language models can be descriptive speech quality evaluators.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Audio large language models can be descriptive speech quality evaluators

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.225020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39b992d5-7897-4cfb-83ea-73292e43ac8c · outbound

This paper cites SANE-TTS: Stable and natural end-to-end multilingual text-to-speech.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge SANE-TTS: Stable and natural end-to-end multilingual text-to-speech

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.364616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56a54051-a366-48b9-862e-615c720327c4 · outbound

This paper cites Qwen-audio: Advancing universal audio understanding via unified large-scale audio-language models, 2023.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Qwen-audio: Advancing universal audio understanding via unified large-scale audio-language models, 2023

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.494815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5047b16f-a4b8-4120-a823-05751a391966 · outbound

This paper cites Deepseek-R1: Incentivizing reasoning capability in llms via reinforcement learning, 2025.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Deepseek-R1: Incentivizing reasoning capability in llms via reinforcement learning, 2025

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.590194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f49cbb-da56-49b4-9248-2dd786226f6f · outbound

This paper cites Cosyvoice: A scalable multilingual zero-shot text-to-speech synthesizer based on supervised semantic tokens, 2024.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Cosyvoice: A scalable multilingual zero-shot text-to-speech synthesizer based on supervised semantic tokens, 2024

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.715236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3812c265-737b-45e2-b200-f1e471dd9f28 · outbound

This paper cites Wavllm: Towards robust and adaptive speech large language model, 2024.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Wavllm: Towards robust and adaptive speech large language model, 2024

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.847705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 804fcd4e-c745-4e92-87df-30b7af093e2b · outbound

This paper cites Zezario, Tomoki Toda, Hsin-Min Wang, Junichi Yamagishi, and Yu Tsao.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Zezario, Tomoki Toda, Hsin-Min Wang, Junichi Yamagishi, and Yu Tsao

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:23.943571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bdaf572-7d40-484f-932b-605afea9cd2c · outbound

This paper cites Wavreward: Spoken dialogue models with generalist reward evaluators, 2025.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Wavreward: Spoken dialogue models with generalist reward evaluators, 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.041125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b577b6-d7ec-4def-ad2e-7ef96c4077be · outbound

This paper cites BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.161122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 225e90b0-357b-47a4-8dcf-8518578642d9 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.282631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08ecea3b-720a-4266-9a1d-f1f0f65feb4b · outbound

This paper cites The Application of Speech Synthesis in Car Warning System, pages 657–662.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge The Application of Speech Synthesis in Car Warning System, pages 657–662

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.420902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02998162-fed0-4d2e-a154-109f23891f60 · outbound

This paper cites Inference-time scaling for generalist reward modeling, 2025.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Inference-time scaling for generalist reward modeling, 2025

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.521051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 220e2358-44db-4470-9ef0-1db34854ae26 · outbound

This paper cites Generalized multilingual text-to-speech generation with language-aware style adaptation, 2025.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Generalized multilingual text-to-speech generation with language-aware style adaptation, 2025

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.611021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c50c5376-b576-4454-92f1-b54e576b8816 · outbound

This paper cites Somos: The samsung open mos dataset for the evaluation of neural text-to-speech synthesis.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Somos: The samsung open mos dataset for the evaluation of neural text-to-speech synthesis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.707740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fff9e79-0d00-47d1-b06b-4cdbb79b3d04 · outbound

This paper cites Youth disability: Adopting text-to-speech and screen reader technologies for library and information services.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Youth disability: Adopting text-to-speech and screen reader technologies for library and information services

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.780715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77fcdec5-a860-46eb-b800-0db6f90b69cf · outbound

This paper cites Applications of voice quality technology in virtual assistants and call centers.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Applications of voice quality technology in virtual assistants and call centers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.880672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d39c6652-fea0-45fe-bac4-724212e43122 · outbound

This paper cites Prosody analysis of audiobooks, 2025.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Prosody analysis of audiobooks, 2025

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:24.981542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b662415-ad37-4e82-a618-3137101bb7c6 · outbound

This paper cites Robust speech recognition via large-scale weak supervision, 2022.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Robust speech recognition via large-scale weak supervision, 2022

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.067775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f907a15-6d7c-4901-a202-182d1d49f7c4 · outbound

This paper cites Text-to-speech software and reading comprehension: The impact for students with learning disabilities.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Text-to-speech software and reading comprehension: The impact for students with learning disabilities

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.115166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccaee203-f3f2-47ed-971c-bdff8ca04546 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.186851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b7c93c-9bb8-4859-9815-b9943bb563e2 · outbound

This paper cites Mmau: A massive multi-task audio understanding and reasoning benchmark, 2024.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Mmau: A massive multi-task audio understanding and reasoning benchmark, 2024

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.232231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce95ec3c-8843-4b13-9fc3-9731dad368bb · outbound

This paper cites MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.279897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fedfc3c-0909-4d36-ad68-1fc6c9150207 · outbound

This paper cites Parikh, and Jason Riesa.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Parikh, and Jason Riesa

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.341168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8764040b-11e9-4bd1-a8ac-19766a69ce11 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.396915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3841355-056b-4b48-8d46-b2b8cf3cc79b · outbound

This paper cites Salmonn: Towards generic hearing abilities for large language models, 2024.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Salmonn: Towards generic hearing abilities for large language models, 2024

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.464461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d44b5ea1-3526-4997-8794-7eb30d365729 · outbound

This paper cites Gemini: A family of highly capable multimodal models, 2025.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Gemini: A family of highly capable multimodal models, 2025

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.532648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9ff48b-22c2-4d19-b40c-ad3de0ec1f1b · outbound

This paper cites Speech recognition challenges in the car navigation industry.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Speech recognition challenges in the car navigation industry

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.625324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a94b5756-767f-4225-97dd-ce33f2d74e80 · outbound

This paper cites Freeman, and Markus Weimer.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Freeman, and Markus Weimer

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.682024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f411fbb-90d1-4790-b96c-c251c41d86ae · outbound

This paper cites Evaluating text-to-speech synthesis from a large discrete token-based speech language model, 2024.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Evaluating text-to-speech synthesis from a large discrete token-based speech language model, 2024

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.748602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7022443-a363-47e2-a468-4f476e080456 · outbound

This paper cites Enabling auditory large language models for automatic speech quality evaluation, 2025.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Enabling auditory large language models for automatic speech quality evaluation, 2025

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.836674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b08332e-dd81-4e60-b141-fc9aac8937d1 · outbound

This paper cites Spark-tts: An efficient llm-based text-to-speech model with single-stream decoupled speech tokens, 2025.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Spark-tts: An efficient llm-based text-to-speech model with single-stream decoupled speech tokens, 2025

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.920779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 836b5a4e-c5f4-4ab7-a3b0-8dbc892069a1 · outbound

This paper cites The iscslp 2024 conversational voice clone (covoc) challenge: Tasks, results and findings, 2024.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge The iscslp 2024 conversational voice clone (covoc) challenge: Tasks, results and findings, 2024

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:25.972618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation debefcb3-c5e9-4b3f-a07e-524e1b50360f · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.035027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d7b041-cf1c-4322-8a0b-1f635b6f3629 · outbound

This paper cites text_to_synthesize.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge text_to_synthesize

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.073783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c5e7d3-918a-4f7c-a261-3eceb2c75a1b · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.161264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d987801-33ba-464b-96e5-703975a92a9a · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.206382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd9bf107-fe39-43f5-ada9-aeeda5173772 · outbound

This paper cites 14 The main goals for the set are:.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge 14 The main goals for the set are:

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.282646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c710b730-9660-4ff2-b29d-a405f6b5d19a · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.353017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b03ca92b-1cd0-4d77-91d6-088758653038 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.491815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed2c966-d6a2-47ca-a9ec-270e912f45e0 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.573584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a111fa93-839e-4f90-b15f-e6a2809163ea · outbound

This paper cites "" You are evolving a text_to_synthesize sample belonging to the.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge "" You are evolving a **text_to_synthesize** sample belonging to the

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.635309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d49c281-d494-455c-93db-b5a69eceac19 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.715583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f929fd24-fbf1-47fb-af6f-48aa39202da0 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.792318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543f222a-f4d2-4bfd-b76d-01f1b0ed60cd · outbound

This paper cites Then, add one related, grammatically complete question immediately following the modified text.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Then, **add one** related, grammatically complete question *immediately following* the modified text

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.846421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb6d042-9ce0-46cd-b610-71ca305cd175 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.919989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0e415e7-6f73-4935-9847-edd856cb5c86 · outbound

This paper cites to be" is replace with.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge to be" is replace with

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:26.973562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ac59cc-7920-4ada-8d77-b2e57f6cceb1 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:27.030998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0565783-dcda-4219-acc0-5c6007727da4 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:27.086258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e271a5e9-b6aa-43d6-add7-1c9afd96eaef · outbound

This paper cites Ensure that each language has atleast 1 foreign phrase.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Ensure that each language has atleast 1 foreign phrase

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:27.198739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fa272ac-c5d6-4d88-a2a7-0d86d180d2e5 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:27.292209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d9746e4-2927-4936-8bbf-8ee8475a7442 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:27.467276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ad117d-61fc-4d78-b296-27be04880419 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:27.624271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f40ed726-ba8b-45af-805f-3cc8f18be4aa · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:27.745718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41121d68-b659-4905-bf8d-54906bef987f · outbound

This paper cites All foreign words MUST not be duplicated.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge All foreign words **MUST** not be duplicated

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:27.894566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243e118a-0065-476d-a402-873f629b6994 · outbound

This paper cites AT THE SAME TIME, do not use very obscure words that don’t exist in the modern vocabulary, we want to create natural day-to-day sentences that bi- lingual speakers will speak**.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge AT THE SAME TIME, do not use very obscure words that don’t exist in the modern vocabulary, we want to create natural day-to-day sentences that bi- lingual speakers will speak**

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:28.177302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b38f60da-9773-4580-ae79-7661842875cf · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:28.285440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5c6a5f0-cdff-4316-b5ad-f9ef20036179 · outbound

This paper cites misc" field, add a new key.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge misc" field, add a new key

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:28.432064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4834ec5-e4ba-42db-8704-0cabcaed7b8c · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:28.565040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec22d491-1d67-4d98-9418-2ff6adef3e98 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:28.727127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e601e8ff-beab-40e2-add8-1d56f1b3cf40 · outbound

This paper cites Mention how this DOES NOT make the text syntactically awkward.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Mention how this **DOES NOT** make the text syntactically awkward

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:28.874003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88da4798-9a24-4e77-b28a-468d9cd03249 · outbound

This paper cites For Approach 2, state the original short phrase, the absorbed English words, and the resulting longer foreign segment with its word count..

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge **For Approach 2, state the original short phrase, the absorbed English words, and the resulting longer foreign segment with its word count.**

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:28.949777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 169fe26c-aa56-422b-9329-90c2919897ea · outbound

This paper cites For Approach 2, emphasize the challenge of sustained foreign language synthesis and grammatical integration..

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge **For Approach 2, emphasize the challenge of sustained foreign language synthesis and grammatical integration.**

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:29.040989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4540adda-36e9-4873-a938-1a8ab66ec053 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:29.136251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8332f690-7b54-4320-92fa-122401ab0c7f · outbound

This paper cites 7.2 Restructure, paraphrase and edit the text grammatically to ensure NO AWKWARDNESS in the text.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge 7.2 Restructure, paraphrase and edit the text grammatically to ensure **NO AWKWARDNESS** in the text

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:29.222566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e3f6aee-df8c-49ac-923a-65d3d8e5cf25 · outbound

This paper cites "" A.3 Category 3: Paralinguistics Figure 7: Example depth-refinement for paralinguisitcs category. Starting with just one cue.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge "" A.3 Category 3: Paralinguistics Figure 7: Example depth-refinement for paralinguisitcs category. Starting with just one cue

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:29.362145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09ca8552-41f1-4f9b-8b42-8d6c5dabbd12 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:29.467472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6cf1f2-b8eb-4453-af8e-d5469828e5c8 · outbound

This paper cites Uh", "Uhmm.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Uh", "Uhmm

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:29.571387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b59f380-e9cc-4dce-a65f-d4e0a0a5b720 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:29.813008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d357c59a-ccb0-4335-9dd4-cb0afbb05791 · outbound

This paper cites These should be sounds that humans can produce well based on the textual cue.**.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge These should be sounds that humans can produce well based on the textual cue.**

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:29.957462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cdd50da-ab9f-44c1-8672-78dca6eef352 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.031457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ab87708-898f-4623-8e0d-a537c1033c9a · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.094257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d0f7291-9fda-437e-8624-9a06a4eb00cd · outbound

This paper cites "" You are tasked with enhancing the paralinguistic complexity of the provided text_to_synthesize, which belongs to the.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge "" You are tasked with enhancing the paralinguistic complexity of the provided ** text_to_synthesize**, which belongs to the

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.225119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d9ce7d6-1488-4ebb-b0fc-bb48fa7f0e23 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.364305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24727f29-47b2-46a7-9a93-1d568378acf1 · outbound

This paper cites Wow !",.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Wow !",

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.487507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f03cf393-e0c0-4fbf-b2ab-151d1e96b2f5 · outbound

This paper cites Focus only on cues the TTS would encounter in the direct text-to-be- synthesized.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Focus only on cues the TTS would encounter in the direct text-to-be- synthesized

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.594796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28520f57-556c-463f-b365-b4c7c009dcc3 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.704923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c44beae-ec06-48a0-b417-c6bb3026b638 · outbound

This paper cites * It must NOT sound forced, nonsensical, overly exaggerated beyond plausibility, or contain cues that contradict each other.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge * It must **NOT** sound forced, nonsensical, overly exaggerated beyond plausibility, or contain cues that contradict each other

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.808239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e49f29be-416b-4239-8ebb-3234e85c6faa · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:30.930508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd5f39c7-82a0-47e5-b052-e528720b64c1 · outbound

This paper cites You can choose to add one or two cues.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge You can choose to add one or two cues

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.014314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1858efc9-911b-4ab5-b37c-765be498ba55 · outbound

This paper cites Novel cues are preferred but not required.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Novel cues are preferred but not required

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.102992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67d7969-9178-494d-9f0b-9aaccde3ca9e · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.254564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be46df3a-8210-4036-b6ff-fe2477a8631e · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.348771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d52ea3c-92b3-462d-bfe4-ed5cf0beed83 · outbound

This paper cites Emotions.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Emotions

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.455382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63bf173-1c7e-4182-8758-33248d42e2ba · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.525274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9031e647-fa41-4c74-b652-45290ba6fafc · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.621426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae44ed3c-3996-4870-989b-19228291633b · outbound

This paper cites 24 The main goals for the set are:.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge 24 The main goals for the set are:

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.721052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 379279bb-1331-4267-a387-cb229366b3d3 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:31.890385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb7ddf5-6f8b-430b-9cbb-9497568f9ca8 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:32.018235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c323fcf-5f3e-4d01-a271-85252a4d8d4c · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:32.134190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a3c38c9-0dcb-44fd-b6f1-0be4796b789b · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:32.308858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6c2e27-0f66-4f69-8bd8-ec35d2275932 · outbound

This paper cites an unresolved cited work.

EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge Unresolved cited work

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:32.450042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1720360c-be05-4b3c-8acb-315ef8069e53 · inbound

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations cites this paper.

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge

Reference 252

Resolution: unresolved; no resolver link, observed 2026-08-07T10:17:47.141942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 493cbbe6-407d-4264-9cb9-17e1b0a7a46d · inbound

JWB-DH-V1: Benchmark for Joint Whole-Body Talking Avatar and Speech Generation Version 1 cites this paper.

JWB-DH-V1: Benchmark for Joint Whole-Body Talking Avatar and Speech Generation Version 1 EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T13:07:28.375424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e91133-3db1-4960-854b-26a42633524b · inbound

MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech cites this paper.

MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-10T04:04:47.233152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 47f0cad7-3779-472f-9023-bb7ba3939043 · inbound

LuxEmo: Expressive Text-to-Speech Corpus for Luxembourgish cites this paper.

LuxEmo: Expressive Text-to-Speech Corpus for Luxembourgish EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:15:45.044627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d07e2531-2480-4c73-9dc0-07dc61c8b4c1 · inbound

LuxEmo: Expressive Text-to-Speech Corpus for Luxembourgish cites this paper.

LuxEmo: Expressive Text-to-Speech Corpus for Luxembourgish EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:58:58.317517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 15e196c1-fbef-4c31-8ffd-053bb8c9b494 · inbound

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems cites this paper.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.747884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.