Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:43:55.149647Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2507.04817.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:43:55.149647Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:43:48.766757Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T19:43:55.756459Z
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e6271d0e-93ee-4447-8e9c-8c940bdfcb62 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters By definition, this task requires altering vocal identity, which raises fundamental questions about what features define a speaker’s voice and how they should be manipulated
Reference 1
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 af0842b0-1efd-4025-a815-8962edf87243 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters
Reference 2
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 3d809919-9110-41b1-8965-7d414d95e58d · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Our goal is to design a model capable of transferring a specific utterance from one speaker to another speaker’s timbre, while relying on high-level control features
Reference 3
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 5bac2929-86b9-45a4-8c98-876e6f352e73 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Unresolved cited work
Reference 4
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 cbab6189-76ce-48c5-9706-8e8947ce2591 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Unresolved cited work
Reference 5
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 0b3ff3e5-3473-4fef-b0c0-fcdacb0eda78 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Unresolved cited work
Reference 6
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 437f8c07-19d0-4473-bfe4-3d61edf5dffb · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Unresolved cited work
Reference 7
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 95a59a38-4f86-4122-a4c7-4d10a4ae5ab3 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Reimagining speech: a scoping review of deep learning-based methods for non-parallel voice conversion,
Reference 8
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 d7d73e5b-8e83-44d4-8210-022251f1fe94 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters An Overview of V oice Conversion and Its Challenges: From Statistical Modeling to Deep Learning,
Reference 9
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 560a9be0-a592-4f2d-b285-b52b400aab9c · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters AutoVC: Zero-Shot V oice Style Transfer with Only Autoencoder Loss,
Reference 10
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 89d3a7b5-142d-435a-abdc-0d35f6409880 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Diffusion-Based V oice Conversion with Fast Maximum Likelihood Sampling Scheme,
Reference 11
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 e86c7ebd-20a4-4642-b691-73c56d2b0396 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters QUICKVC: A Lightweight VITS- Based Any-to-Many V oice Conversion Model using ISTFT for Faster Conversion,
Reference 12
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 690b77c8-df77-41cf-9365-382baaf5fd1c · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters V oice Reenactment with F0 and timing constraints and adversarial learning of conversions,
Reference 13
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 4a413726-2ec9-4443-b062-9c9673b49b8e · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Highly Controllable Diffusion-based Any-to-Any Voice Conversion Model with Frame-level Prosody Feature
Reference 14
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 2ca0df46-f346-4ee6-934f-f85cc1210acc · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters HiFi-VC: High Quality ASR-based V oice Conversion,
Reference 15
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 d64400bf-cf12-4034-9d6e-a852eb9626a6 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters ControlVC: Zero-Shot V oice Conversion with Time-Varying Controls on Pitch and Speed,
Reference 16
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 34c55e29-a92e-441e-8630-627cadf2147f · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters V oice quality: the 4th prosodic dimension,
Reference 17
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 e42942e3-7a45-4dc4-8cc6-7d8c88527247 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Manipulating V oice Attributes by Adversarial Learning of Structured Disentangled Representations,
Reference 18
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 ca9d93d8-185c-46a6-8b20-e3225999ea28 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters End-to-End Adversarial Text-to-Speech,
Reference 19
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 65a90cea-3f05-4e5a-bf15-1b3c9eb80515 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Disentangling prosody and timbre embeddings via voice conversion,
Reference 20
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 67ac75a4-6da6-4e52-a106-d14451ebe706 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation,
Reference 21
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 a859b182-4552-4fbc-8f88-89c84b9a373c · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Disentangling prosody representations with unsupervised speech reconstruction,
Reference 22
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 e237feee-9d18-4493-900b-38c5941f2db3 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Emotional Prosody Control for Speech Generation
Reference 23
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 c4d2fdc4-709c-4532-8fe7-c1b85a7fa4c7 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Advancements in real- time voice conversion technologies: A comprehensive analysis of techniques,
Reference 24
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 a9ad8fee-aa76-441d-b646-2580fbc5cfc4 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Robust and fine-grained prosody control of end-to-end speech synthesis,
Reference 25
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 3738cc29-7e58-4f12-a887-f8ec3f871cf5 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Unsupervised Learning of Disentangled Speech Content and Style Representation
Reference 26
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 256ae7b8-ff57-43fc-97e6-081df197c138 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 584013d7-8e97-4a90-a1ee-c099686efcf3 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Conformer: Convolution-augmented Transformer for Speech Recognition,
Reference 28
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 f348eb57-9108-4ad0-b18b-269a84f920fd · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters WORLD: A V ocoder-Based High-Quality Speech Synthesis System for Real- Time Applications,
Reference 29
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 ed1deacd-7751-4fee-8a9a-98ea0b036e5d · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters How far are we from robust voice conversion: A survey,
Reference 30
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 a11979b3-da0b-4465-9b24-b7f1b589dec4 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis,
Reference 31
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 37ae0da2-80fa-4e81-8382-fab7ed6cb300 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Disentanglement of Emotional Style and Speaker Identity for Expressive Voice Conversion
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3c78abe-0557-433d-9f8d-ab6101cb3bc8 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Diphone synthesis using an overlap-add technique for speech waveforms concatenation,
Reference 33
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 adae3760-e952-47c1-a19d-904b61801227 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units,
Reference 34
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 b79f8883-801b-4f8b-8ca0-63b19592220a · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cca6754-7fab-41b3-ad2c-51e73feb035e · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Fast and reliable f0 estimation method based on the period extraction of vocal fold vibration of singing voice and speech,
Reference 36
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 58df1813-5279-4d0c-a85a-b523ae72d9d7 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Crepe: A Convolutional Representation for Pitch Estimation,
Reference 37
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 e07c0bb8-b61a-4ee7-ae28-7ab7f58b05a9 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Fully-Convolutional Network for Pitch Estimation of Speech Signals,
Reference 38
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 a1ce2f2b-048c-46d7-b26a-a87c1df6d51c · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Parallel-Data-Free V oice Conversion Using Cycle-Consistent Adversarial Networks,
Reference 39
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 c33e7b2e-e94d-4817-8fbf-a2a7d87de339 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters CycleGAN V oice Conversion of Spectral Envelopes using Adversarial Weights,
Reference 40
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 afa3d4e4-ed9d-453d-bca3-09dd40fd29fd · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters StarGAN-VC: Non-parallel many- to-many voice conversion using star generative adversarial networks,
Reference 41
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 74b8b7af-12e2-4549-bbfe-d8fa8cd42606 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters StarGAN-VC2: Rethinking conditional methods for stargan-based voice conversion,
Reference 42
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 a96cc1b0-cf41-42f6-88fa-9955e9982843 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Nvc-net: End-to-end adversarial voice conversion,
Reference 43
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 da8c866d-87e4-475e-b11b-fd9d3b7c4535 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Avqvc: One-shot voice conversion by vector quantization with applying contrastive learning,
Reference 44
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 c857043d-300d-4972-b513-066c7130b297 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech,
Reference 45
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 364c84bd-56c3-4de2-b9ef-0051c4559976 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust V oice Conversion,
Reference 46
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 67904853-c112-45f9-bf9d-2afbc5cd2bb2 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Neural V ocoding for Singing and Speaking V oices with the Multi-Band Excited WaveNet,
Reference 47
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 b3746af1-f5fc-446f-8e52-ae36e5fdb0c5 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Revisiting Over- Smoothness in Text to Speech,
Reference 48
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 e28989d2-8a53-47af-9f1b-184d800c612a · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters On temporal constraints for deep neural voice alignment,
Reference 49
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 e9140faf-69ab-42d4-baa8-2b65c86dcafa · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Festival speech synthesis system: system documentation (1.1. 1),
Reference 50
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 cc897052-b2c6-4b4b-a68c-2c4d2b2cffd3 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters LIA—PHON: Un syst `eme complet de phon ´etisation de textes,
Reference 51
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 fc158ba4-00be-4bec-b29a-1f02963eae5e · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters CSTR VCTK Corpus: English multi-speaker corpus for CSTR voice cloning toolkit (version 0.92),
Reference 52
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 adfd286b-ff4a-4705-ac36-3bc217e514ec · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis,
Reference 53
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 d6bc563d-2349-447a-bc8c-bcf0cbf2d8a2 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Speech Synthesis with Mixed Emotions,
Reference 54
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 a0b1a794-6b15-4fdf-ba98-645d325cf3c2 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Seen and unseen emotional style transfer for voice conversion with a new emotional speech dataset,
Reference 55
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 58f9026d-b06a-4b57-b1fe-a0b5f942f944 · outbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Sequence-to-Sequence Moelling OF F0 For Speech Emotion Conversion,
Reference 56
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 af0842b0-1efd-4025-a815-8962edf87243 · inbound
Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters
Reference 2
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.