Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T17:18:09.405163Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:2411.12719.
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 2026-08-12T17:18:09.405163Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:25.134302Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T20:40:16.820041Z
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3c1a1d6f-6ab1-4f5a-bfce-5003d081fa0d · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Using vaes and normalizing flows for one-shot text-to-speech synthesis of expressive speech
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aa6f9ed-132a-48ef-8506-a28af09800f1 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8c0b2777-7990-482a-8374-dd597e78d82a · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation The use of rating and likert scales in natural language generation human evaluation tasks: A review and some recommendations
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2c6b891-4396-4e63-9d34-1f852f27a95a · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Resources for indian languages
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3bfeacaf-c816-4c98-9c32-32527f345816 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0798350d-df6c-4edf-a55c-eb7011dad3ed · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Why we should report the details in subjective evaluation of tts more rigorously, 2023
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 20e7ac0f-1155-41ec-9dfb-92156395ba87 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Evaluating Long-form Text-to-Speech: Comparing the Ratings of Sentences and Paragraphs
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bc4de7d8-c9a2-405f-b6fa-e84bcd40d1a3 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Investigating Range-Equalizing Bias in Mean Opinion Score Ratings of Synthesized Speech
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d2b61d5-d69c-4f51-9b7e-c848f17d3369 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6056c3e1-ac68-4e36-ba1b-e744208ee13e · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation The authenticity gap in human evaluation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b9855c3-beef-484b-9da7-4e33492f2738 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Importance of human factors in text-to-speech evaluations
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 488f3f03-aa9c-4a34-8549-3566fbacc2f9 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Investigating the robustness of sequence-to-sequence text-to-speech models to imperfectly-transcribed training data
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0865dbf4-d125-4acf-832d-9b55063bb0a2 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Foster, David Grangier, Viresh Ratnakar, Qijun Tan, and Wolfgang Macherey
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55432e4d-c366-47d7-9ceb-bd9ed04b4936 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Howcroft and Verena Rieser
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ad3f8f47-9fad-4a54-aa3c-d4a9ac3b1fd7 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Low-resource expressive text-to-speech using data augmentation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9af76b59-9ace-4aa2-87c4-efcc74402031 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Method for the subjective assessment of intermediate quality level of audio systems
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 78462dcb-9221-4818-80f5-e25112270ce5 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Naturalspeech 3: Zero-shot speech synthesis with factorized codec and diffusion models, 2024
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3f56a0d5-1c3f-4f4d-9df7-27b28c14e2b9 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 51e42834-d704-4d2a-b5e2-8fae5f0882a4 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Stuck in the MOS pit: A critical analysis of MOS test methodology in TTS evaluation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27a62373-f535-43f2-82ed-28128d7336b7 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation On the stability of system rankings at WMT
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 101bb44d-74ce-4dbe-8fc9-3a6fca200f6b · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis, 2020
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3aa214a7-92c9-4c21-9aae-d201276b5b50 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Torchaudio-squim: Reference-less speech quality and intelligibility measures in torchaudio
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 125bf691-a08f-4ab2-b416-d53073e7e153 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Khapra, and Karthik Nandakumar
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2109b0fb-e70f-4532-9c97-c72a5b98e7e0 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95c49a17-b981-4e98-abc3-13a5ed164972 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Fastpitch: Parallel text-to-speech with pitch prediction
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2d500fa2-01e3-4657-9645-c87e5c51fb10 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation The limits of the mean opinion score for speech synthesis evaluation
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5edfebc-c5e1-416d-933d-ce58fe5e30a2 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Style TTS 2: Towards human-level text-to-speech through style diffusion and adversarial training with large speech language models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ea2ea477-8b3b-4e8c-b724-3f6846797160 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 84c8c95c-2802-4c1a-abd2-f6e26d79a548 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Comprehensive evaluation of statistical speech waveform synthesis
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 81823d3d-32d9-40ff-9749-3bc49120092b · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Text-free non-parallel many-to-many voice conversion using normalising flows
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e347b7c8-ba44-4236-95dd-d5eaf5bdbbfd · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Pauwels, S
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e46c07cb-0dfc-463a-ac37-21673ec95a2d · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Fastspeech 2: Fast and high-quality end-to-end text to speech
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fe24b8bb-b612-4994-8c48-6fbfbf1389ad · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation A perceptual investigation of wavelet-based decomposition of f0 for text-to-speech synthesis
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c268e341-e10a-4115-973d-dc0acd000a64 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Schoeffler, S
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7d63e0f3-9a48-4681-ab2e-7a54d21bd07f · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Naturalspeech 2: Latent diffusion models are natural and zero-shot speech and singing synthesizers
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 369c68ab-77ce-4977-b555-763c75945825 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Better replacement for tts naturalness evaluation
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9a8d8de0-2e9c-4680-9628-8474dd766ae6 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Naturalspeech: End-to-end text-to-speech synthesis with human-level quality
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cdb4d4f-dba2-4f3f-8481-45312ffa3997 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Enhancing sequence-to-sequence text-to-speech with morphology
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9c250bc3-f1c8-4f0e-bce2-9ce2b445082c · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a9e50d5d-d77f-4b40-a7a6-a6e4a73f8c3f · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9dac723-af04-4971-b7c6-bffeac4e8c5b · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation Are we using enough listeners? no! - an empirically-supported critique of interspeech 2014 TTS evaluations
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d65f231e-932c-44f3-abd5-85e4ce777921 · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation On some biases encountered in modern audio quality listening tests (part 2): Selected graphical examples and discussion
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8904bb61-890b-4dbc-a991-35d5ea78707b · outbound
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation write newline
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f175090e-0a47-49ab-9984-486cfd83029a · inbound
Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf0a2f81-a772-4739-9fd1-56a402a46427 · inbound
Analyzing and Improving Speaker Similarity Assessment for Speech Synthesis Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.