Paper Citation Record · LEDGER

InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2506.16381.

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

pith.paper-citation-record.v1
2506.16381 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:43:26.122470Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation af1056ca-f61a-48c9-af15-a2cdf23ec4e0 · inbound

Qwen3-TTS Technical Report cites this paper.

Qwen3-TTS Technical Report InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:24:56.122236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d868c2ba-6f12-4b3a-8397-71b4977185e2 · inbound

CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation cites this paper.

CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:16:00.213627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 88bbdbc7-9e49-4a19-a837-94f66f121876 · inbound

NVBench: A Benchmark for Speech Synthesis with Non-Verbal Vocalizations cites this paper.

NVBench: A Benchmark for Speech Synthesis with Non-Verbal Vocalizations InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:47:12.979580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e78d9862-8b72-4ad6-bed9-2b81c554d029 · 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 InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T04:04:47.258265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 19987e2b-a1cb-44cc-b390-ade3ae5f29da · inbound

AgentSteerTTS: A Multi-Agent Closed-Loop Framework for Composite-Instruction Text-to-Speech cites this paper.

AgentSteerTTS: A Multi-Agent Closed-Loop Framework for Composite-Instruction Text-to-Speech InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:19:03.242121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b976e3ac-df8c-4e34-89b3-0513ac085e4a · inbound

ParaPairAudioBench: Paralinguistic Pairwise Audio Benchmark for LALM-as-a-Judge cites this paper.

ParaPairAudioBench: Paralinguistic Pairwise Audio Benchmark for LALM-as-a-Judge InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:00:05.346556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation db9b52e4-04f1-464d-9c3b-854d8b45cc3f · inbound

Is Natural Always Appropriate? Investigating Naturalness and Appropriateness Across Different Domains for TTS Evaluation cites this paper.

Is Natural Always Appropriate? Investigating Naturalness and Appropriateness Across Different Domains for TTS Evaluation InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T11:55:42.971946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2cc58875-3fa4-4603-9419-b2cabe24bced · inbound

Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models cites this paper.

Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T05:20:03.452297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce6e5120-c663-4fa3-805a-fd0067f1c597 · inbound

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation cites this paper.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:04.544761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f04486-eb39-4b01-920a-b8217a575738 · 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 InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.741292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e39b400-d8f9-48ee-812f-f0de8a735222 · inbound

Beyond Prompt Adherence: Auditing Attribute-Level Voice Control in Speech Generation cites this paper.

Beyond Prompt Adherence: Auditing Attribute-Level Voice Control in Speech Generation InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T00:43:26.122470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e05fdea-1195-4406-989a-5ef9c53d79dd · inbound

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks cites this paper.

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T16:29:22.277483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.