# Audiobook Audio Generation on Human Evaluation 10 book excerpts

Source: [Audiobook Audio Generation on Human Evaluation 10 book excerpts](<https://www.sota2.com/research/sota/audiobook-audio-generation-on-human-evaluation-10-book-excerpts>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:53:34.199Z

Subjective human evaluation of Audiobook Audio Generation models using the '10 book excerpts' dataset, assessed on metrics like Naturalness, Conciseness, and Comprehension.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Audiobook Audio Generation |
| Dataset (including any stated split) | Human Evaluation 10 book excerpts |
| Metric | Naturalness |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Naturalness](<https://www.sota2.com/research/sota/audiobook-audio-generation-on-human-evaluation-10-book-excerpts.md?metric=Naturalness>): Higher is better; unit: SCALAR.

- [Conciseness](<https://www.sota2.com/research/sota/audiobook-audio-generation-on-human-evaluation-10-book-excerpts.md?metric=Conciseness>): Higher is better; unit: SCALAR.

- [Comprehension](<https://www.sota2.com/research/sota/audiobook-audio-generation-on-human-evaluation-10-book-excerpts.md?metric=Comprehension>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Naturalness | Result date | Report paper |
| --- | --- | --- | --- |
| FD | 5 | Not recorded | 69535c9553fdd5c36173daa5 |
| FD | 5 | Not recorded | 69535c9553fdd5c36173daa5 |
| FD | 5 | Not recorded | 69535c9553fdd5c36173daa5 |
| FD | 4.9 | Not recorded | 69535c9553fdd5c36173daa5 |
| FD | 4.8 | Not recorded | 69535c9553fdd5c36173daa5 |
| FD | 4.7 | Not recorded | 69535c9553fdd5c36173daa5 |
| AI4Reading | 4.6 | Not recorded | 69535c9553fdd5c36173daa5 |
| AI4Reading | 4.2 | Not recorded | 69535c9553fdd5c36173daa5 |
| AI4Reading | 4.2 | Not recorded | 69535c9553fdd5c36173daa5 |
| AI4Reading | 4.1 | Not recorded | 69535c9553fdd5c36173daa5 |
| AI4Reading | 3.9 | Not recorded | 69535c9553fdd5c36173daa5 |
| AI4Reading | 3.6 | Not recorded | 69535c9553fdd5c36173daa5 |

### FD

Naturalness: 5. Result ID: 6996ac5d5698665ec4f67241.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"1"}. This record does not assert independent reproduction.

### FD

Naturalness: 5. Result ID: 6996ac5d5698665ec4f67245.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"3"}. This record does not assert independent reproduction.

### FD

Naturalness: 5. Result ID: 6996ac5d5698665ec4f67249.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"5"}. This record does not assert independent reproduction.

### FD

Naturalness: 4.9. Result ID: 6996ac5d5698665ec4f6724b.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"Average"}. This record does not assert independent reproduction.

### FD

Naturalness: 4.8. Result ID: 6996ac5d5698665ec4f67247.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"4"}. This record does not assert independent reproduction.

### FD

Naturalness: 4.7. Result ID: 6996ac5d5698665ec4f67243.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"2"}. This record does not assert independent reproduction.

### AI4Reading

Naturalness: 4.6. Result ID: 6996ac5d5698665ec4f67246.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"3"}. This record does not assert independent reproduction.

### AI4Reading

Naturalness: 4.2. Result ID: 6996ac5d5698665ec4f67242.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"1"}. This record does not assert independent reproduction.

### AI4Reading

Naturalness: 4.2. Result ID: 6996ac5d5698665ec4f6724a.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"5"}. This record does not assert independent reproduction.

### AI4Reading

Naturalness: 4.1. Result ID: 6996ac5d5698665ec4f6724c.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"Average"}. This record does not assert independent reproduction.

### AI4Reading

Naturalness: 3.9. Result ID: 6996ac5d5698665ec4f67244.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"2"}. This record does not assert independent reproduction.

### AI4Reading

Naturalness: 3.6. Result ID: 6996ac5d5698665ec4f67248.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69535c9553fdd5c36173daa5.md>)

Recorded evaluation configuration: {"Annotator":"4"}. This record does not assert independent reproduction.

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