Paper Citation Record · LEDGER

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer

As of 14 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2607.18662.

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

pith.paper-citation-record.v1
2607.18662 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:46:14.096926Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6dca5eb1-f1db-4cca-89c3-ccd4a4295003 · outbound

This paper cites IndicF5: High-quality text-to-speech for indian languages.https:// huggingface.co/ai4bharat/IndicF5, 2025.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer IndicF5: High-quality text-to-speech for indian languages.https:// huggingface.co/ai4bharat/IndicF5, 2025

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.212569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5552ee31-eff9-4fb4-b7d4-e900b9788094 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.279565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c97b0ab-55e4-4f72-8e3b-8853365c2fdc · outbound

This paper cites Reducing transformer depth on demand with structured dropout.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Reducing transformer depth on demand with structured dropout

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.322347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c0dfff-3397-4ec9-9ffa-f32c659c85c3 · outbound

This paper cites Kokoro-82M: An open-weight TTS model.https://huggingface.co/hexgrad/ Kokoro-82M, 2025.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Kokoro-82M: An open-weight TTS model.https://huggingface.co/hexgrad/ Kokoro-82M, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.393467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae6b1bb-3a6b-4dbf-9622-b061c9f94053 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Distilling the Knowledge in a Neural Network

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.451364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d3f9d6d-1f0e-4d63-94d0-9e889358b308 · outbound

This paper cites an unresolved cited work.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.565216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de7f281f-51be-443c-a8b2-bb6a5114938a · outbound

This paper cites an unresolved cited work.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.618443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3414e935-b9d5-42fa-94cf-447e864d6196 · outbound

This paper cites an unresolved cited work.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.657835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1534bf1b-c1ad-4a14-b5f7-57601c51db9a · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Flow straight and fast: Learning to generate and transfer data with rectified flow

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.706842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e2215f8-42e7-4a5b-9347-715b6a74b32e · outbound

This paper cites Natural language guidance of high-fidelity text-to-speech with synthetic annotations.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Natural language guidance of high-fidelity text-to-speech with synthetic annotations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.750265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5cb174-ce7d-4db2-8f99-5a7f11b8462c · outbound

This paper cites ShortGPT: Layers in Large Language Models are More Redundant Than You Expect.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.799642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 161f3d08-67fb-4cd0-9e26-b85493364c6f · outbound

This paper cites Scalable diffusion models with transformers.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Scalable diffusion models with transformers

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.844226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df1023b-a7ee-4d0f-b372-53d797a47217 · outbound

This paper cites Scaling speech technology to 1,000+ languages.Journal of Machine Learning Research, 2024.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Scaling speech technology to 1,000+ languages.Journal of Machine Learning Research, 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.900096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad5ff2d-eebd-435e-af4c-21c64b5299c3 · outbound

This paper cites On the Effect of Dropping Layers of Pre-trained Transformer Models.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer On the Effect of Dropping Layers of Pre-trained Transformer Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.932268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b8eabe-dba6-4248-8e1b-4ba45fd81f35 · outbound

This paper cites UTMOS: UTokyo-SaruLab system for VoiceMOS Challenge 2022.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer UTMOS: UTokyo-SaruLab system for VoiceMOS Challenge 2022

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:13.974958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4922feff-a1cd-4b7e-97b4-377f7cebfe07 · outbound

This paper cites Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:14.038134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb0d083-efb8-4dce-bb95-9cfe0496a449 · outbound

This paper cites ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification.

Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T18:46:14.096926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.