---
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.

## Why no audio samples?

Unsafe. Cannot constantly oversee the output of uncontrolled HuggingFace Spaces. While it could be safeguarded by using an ASR model before uploading, something unwanted may still slip through.

## 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}"
}
```