# Phonetic Transcription on Libri-Dys (test)

Source: [Phonetic Transcription on Libri-Dys (test)](<https://www.sota2.com/research/sota/phonetic-transcription-on-libri-dys-test>)

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

Data updated: 2026-02-26T05:43:23.092Z

Evaluation of Phonetic Transcription performance on the test set of the Libri-Dys dataset, using metrics such as F1, dPER, SF1, and SF2.

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 | Phonetic Transcription |
| Dataset (including any stated split) | Libri-Dys (test) |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 25 of 25 |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/phonetic-transcription-on-libri-dys-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [dPER](<https://www.sota2.com/research/sota/phonetic-transcription-on-libri-dys-test.md?metric=dPER>): Lower is better; unit: PERCENT.

- [SF1](<https://www.sota2.com/research/sota/phonetic-transcription-on-libri-dys-test.md?metric=SF1>): Higher is better; unit: SCALAR.

- [SF2](<https://www.sota2.com/research/sota/phonetic-transcription-on-libri-dys-test.md?metric=SF2>): Higher is better; unit: SCALAR.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| GS w/ dist | 90.8 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/o dist | 90 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/ dist | 89.2 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/ dist | 89 | Not recorded | 68fa75191e209131cea65c4f |
| H-UDM | 88.9 | Not recorded | 68fa75191e209131cea65c4f |
| H-UDM | 88.9 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/o dist | 88.9 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/ dist | 88.9 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/o dist | 88.7 | Not recorded | 68fa75191e209131cea65c4f |
| H-UDM | 88.5 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/o dist | 88.3 | Not recorded | 68fa75191e209131cea65c4f |
| HuBERT | 88.2 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/ dist | 88.2 | Not recorded | 68fa75191e209131cea65c4f |
| H-UDM | 88.1 | Not recorded | 68fa75191e209131cea65c4f |
| H-UDM | 88 | Not recorded | 68fa75191e209131cea65c4f |
| GS w/o dist | 88 | Not recorded | 68fa75191e209131cea65c4f |
| HuBERT | 87.8 | Not recorded | 68fa75191e209131cea65c4f |
| HuBERT | 87.2 | Not recorded | 68fa75191e209131cea65c4f |
| HuBERT | 87.2 | Not recorded | 68fa75191e209131cea65c4f |
| GS-only | 86.5 | Not recorded | 68fa75191e209131cea65c4f |
| HuBERT | 86.2 | Not recorded | 68fa75191e209131cea65c4f |
| GS-only | 85.7 | Not recorded | 68fa75191e209131cea65c4f |
| GS-only | 85.5 | Not recorded | 68fa75191e209131cea65c4f |
| GS-only | 85 | Not recorded | 68fa75191e209131cea65c4f |
| GS-only | 84.7 | Not recorded | 68fa75191e209131cea65c4f |

### GS w/ dist

F1 Score: 90.8. Result ID: 6993748f3a6c314849160fc4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (100%)"}. This record does not assert independent reproduction.

### GS w/o dist

F1 Score: 90. Result ID: 6993748f3a6c314849160fbf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (100%)"}. This record does not assert independent reproduction.

### GS w/ dist

F1 Score: 89.2. Result ID: 6993748f3a6c314849160fc3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (60%)"}. This record does not assert independent reproduction.

### GS w/ dist

F1 Score: 89. Result ID: 6993748f3a6c314849160fc2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (30%)"}. This record does not assert independent reproduction.

### H-UDM

F1 Score: 88.9. Result ID: 6993748f3a6c314849160fb2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71f51e209131cea53c5e.md>)

Recorded evaluation configuration: {"Training Data":"LibriTTS (100%)"}. This record does not assert independent reproduction.

### H-UDM

F1 Score: 88.9. Result ID: 6993748f3a6c314849160fb5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71f51e209131cea53c5e.md>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (100%)"}. This record does not assert independent reproduction.

### GS w/o dist

F1 Score: 88.9. Result ID: 6993748f3a6c314849160fbe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (60%)"}. This record does not assert independent reproduction.

### GS w/ dist

F1 Score: 88.9. Result ID: 6993748f3a6c314849160fc1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"LibriTTS (100%)"}. This record does not assert independent reproduction.

### GS w/o dist

F1 Score: 88.7. Result ID: 6993748f3a6c314849160fbd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (30%)"}. This record does not assert independent reproduction.

### H-UDM

F1 Score: 88.5. Result ID: 6993748f3a6c314849160fb4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71f51e209131cea53c5e.md>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (60%)"}. This record does not assert independent reproduction.

### GS w/o dist

F1 Score: 88.3. Result ID: 6993748f3a6c314849160fbc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"LibriTTS (100%)"}. This record does not assert independent reproduction.

### HuBERT

F1 Score: 88.2. Result ID: 6993748f3a6c314849160fad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a2a1e209131cea26880.md>)

[Implementation](<https://github.com/pytorch/fairseq/tree/master/examples/hubert>)

Recorded evaluation configuration: {"Training Data":"LibriTTS (100%)"}. This record does not assert independent reproduction.

### GS w/ dist

F1 Score: 88.2. Result ID: 6993748f3a6c314849160fc0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"VCTK++"}. This record does not assert independent reproduction.

### H-UDM

F1 Score: 88.1. Result ID: 6993748f3a6c314849160fb1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71f51e209131cea53c5e.md>)

Recorded evaluation configuration: {"Training Data":"VCTK++"}. This record does not assert independent reproduction.

### H-UDM

F1 Score: 88. Result ID: 6993748f3a6c314849160fb3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71f51e209131cea53c5e.md>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (30%)"}. This record does not assert independent reproduction.

### GS w/o dist

F1 Score: 88. Result ID: 6993748f3a6c314849160fbb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"VCTK++"}. This record does not assert independent reproduction.

### HuBERT

F1 Score: 87.8. Result ID: 6993748f3a6c314849160fb0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a2a1e209131cea26880.md>)

[Implementation](<https://github.com/pytorch/fairseq/tree/master/examples/hubert>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (100%)"}. This record does not assert independent reproduction.

### HuBERT

F1 Score: 87.2. Result ID: 6993748f3a6c314849160fae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a2a1e209131cea26880.md>)

[Implementation](<https://github.com/pytorch/fairseq/tree/master/examples/hubert>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (30%)"}. This record does not assert independent reproduction.

### HuBERT

F1 Score: 87.2. Result ID: 6993748f3a6c314849160faf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a2a1e209131cea26880.md>)

[Implementation](<https://github.com/pytorch/fairseq/tree/master/examples/hubert>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (60%)"}. This record does not assert independent reproduction.

### GS-only

F1 Score: 86.5. Result ID: 6993748f3a6c314849160fba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (100%)"}. This record does not assert independent reproduction.

### HuBERT

F1 Score: 86.2. Result ID: 6993748f3a6c314849160fac.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a2a1e209131cea26880.md>)

[Implementation](<https://github.com/pytorch/fairseq/tree/master/examples/hubert>)

Recorded evaluation configuration: {"Training Data":"VCTK++"}. This record does not assert independent reproduction.

### GS-only

F1 Score: 85.7. Result ID: 6993748f3a6c314849160fb9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (60%)"}. This record does not assert independent reproduction.

### GS-only

F1 Score: 85.5. Result ID: 6993748f3a6c314849160fb8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"Libri-Dys (30%)"}. This record does not assert independent reproduction.

### GS-only

F1 Score: 85. Result ID: 6993748f3a6c314849160fb7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"LibriTTS (100%)"}. This record does not assert independent reproduction.

### GS-only

F1 Score: 84.7. Result ID: 6993748f3a6c314849160fb6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75191e209131cea65c4f.md>)

[Implementation](<https://eureka235.github.io/>)

Recorded evaluation configuration: {"Training Data":"VCTK++"}. This record does not assert independent reproduction.

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