---
language:
- en
tags:
- arena
---
Arena's DB is _SQLlite_ DB file. The above is just a summary query that should be useful for TTS developers to evaluate faults of their model.

## Useful queries for TTS developers and evaluators

### All votes mentioning specified TTS model:
```sql
SELECT
	spokentext, lang, chosen, rejected, count(spokentext) AS times, MAX(vl.timestamp) AS lastvote
FROM "main"."spokentext"
	INNER JOIN votelog vl ON votelog_id = vl.id
WHERE
vl.chosen = "Pendrokar/xVASynth-TTS"
OR vl.rejected = "Pendrokar/xVASynth-TTS"
GROUP BY spokentext, chosen, rejected
ORDER BY times DESC, spokentext ASC
LIMIT 0, 49999;
```

### All rejections of specified TTS model against another:
```sql
SELECT
	spokentext, lang, chosen, rejected, count(spokentext) AS times, MAX(vl.timestamp) AS lastvote
FROM "main"."spokentext"
	INNER JOIN votelog vl ON votelog_id = vl.id AND vl.rejected = "Pendrokar/xVASynth-TTS"
GROUP BY spokentext, chosen
ORDER BY spokentext ASC
LIMIT 0, 49999;
```

### All rejections of a TTS model against another:
The one used in dataset viewer.
```sql
SELECT
    spokentext,
	(COUNT(DISTINCT chosen) || ' ' || GROUP_CONCAT(DISTINCT chosen)) AS chosen,
	rejected,
	count(spokentext) AS times,
	MAX(vl.timestamp) AS lastvote
FROM "main"."spokentext"
    INNER JOIN votelog vl ON votelog_id = vl.id
GROUP BY spokentext, rejected
ORDER BY
	(COUNT(DISTINCT chosen) * times) DESC,
	COUNT(DISTINCT chosen) DESC,
	spokentext ASC
LIMIT 0, 49999;
```

If you use this data in your publication, please cite us!

Copy the BibTeX citation to cite this source:
```bibtext\n
@misc{tts-arena,
	title        = {Text to Speech Arena - Pendrokar's HF Spaces Fork},
	author       = {mrfakename and Srivastav, Vaibhav and Fourrier, Clémentine and Pouget, Lucain and Lacombe, Yoach and main and Gandhi, Sanchit},
	year         = 2024,
	publisher    = {Hugging Face},
	howpublished = "\\url{https://huggingface.co/spaces/TTS-AGI/TTS-Arena}"
}
```