anaksor-ocr
Sokheng · Kit
Reads Khmer and English text from documents, receipts and photos of signs, using a detector for text lines and a recogniser for each line. Suits developers who…
Turns text into speech in ten languages with the ZONOS3-Mini model, with 27 preset voices, voice cloning from a short clip, rate and loudness controls and mood steering.
ZONOS3 Mini by mrfakename is a kit in the Productivity category, listed by Mindket. It is free. This is version 1, last updated on . Download it on this page, a zip of its files. Nothing in it runs by itself.
pip install -U huggingface_hub hf download mrfakename/zonos3-mini --repo-type space --local-dir zonos3-mini cd zonos3-mini
This Space is a text to speech app built on the ZONOS3-Mini model from Zyphra. You choose from 27 ready voices or clone a voice from a brief recording, then pick one of ten languages and a mood. You can also set speaking rate, loudness and bandwidth.
People who need spoken audio from text, such as narration, prototypes or voice tests. Developers can read the repository to see how the model's runtime is wired into a Gradio page.
| Industry | Who uses it | How they use it | Example |
|---|---|---|---|
| Content creation | Video and podcast makers | Turn a script into narration with a preset voice | Reading a short script aloud in one of the preset voices |
| Software | App developers | Try a text to speech model before building on it | Testing how a sentence sounds in a chosen language |
| Localization | Language teams | Hear text in several languages | Checking a line in a second language |
| Research | Speech researchers | Study cloning and mood steering on a small model | Comparing the same sentence with different moods |
If you do not need generated speech, you can skip it.
| Use case | Who | What they get back |
|---|---|---|
| Read text aloud | Creators | Speech from a preset voice |
| Clone a voice | Users with permission to use that voice | Speech in a voice copied from a short clip |
| Steer the mood | Creators and researchers | Speech with a chosen mood |
Online use needs nothing. A copy on your own computer needs a little.
pip install -U huggingface_hub hf download mrfakename/zonos3-mini --repo-type space --local-dir zonos3-mini cd zonos3-mini pip install gradio==6.30.0 pip install -r requirements.txt python app.py
Online, open the Space's page and use the app there. On your own computer, run this command from the project folder and open the page Gradio shows.
python app.py
| Tool | What it does |
|---|---|
| Preset voices | 27 ready-made voices to speak your text |
| Voice cloning | Builds a voice from a brief recording and treats it as American English unless you pick another language |
| Languages | Ten languages to speak in |
| Rate, loudness and bandwidth | Conditioning settings for how the speech sounds |
| Mood steering | Shifts the mood of the voice, and works together with cloning |
You type a sentence, pick one of the preset voices and a language, and start the app. It hands back the sentence as spoken audio in that voice.
If you are new to this, open the Space's page, type one short sentence and keep a preset voice. Nothing needs installing, and you hear the result at once.
If you know the field, the Space runs the official plain PyTorch runtime from the model's authors, copied into the repository. Its sound comes out of the KEEP-2 decoder head, the default in the authors' Python servers. The model card's quick start picks a different, multi-resolution head. Moods come from a steering bundle with the doses the authors recommend for the base model.
The author also publishes a version that runs fully in the browser on WebGPU.
Turns text into speech in ten languages with the ZONOS3-Mini model, with 27 preset voices, voice cloning from a short clip, rate and loudness controls and mood steering.
Made by mrfakename on Hugging Face. These notes are Mindket's, written from its Space page and README; the app's own files and license are on Hugging Face.
What it is: This Space is a text to speech app built on the ZONOS3-Mini model from Zyphra. You choose from 27 ready voices or clone a voice from a brief recording, then pick one of ten languages and a mood. You can also set speaking rate, loudness and bandwidth.
Who it suits: People who need spoken audio from text, such as narration, prototypes or voice tests. Developers can read the repository to see how the model's runtime is wired into a Gradio page.
Industry | Who uses it | How they use it | Example
Content creation | Video and podcast makers | Turn a script into narration with a preset voice | Reading a short script aloud in one of the preset voices
Software | App developers | Try a text to speech model before building on it | Testing how a sentence sounds in a chosen language
Localization | Language teams | Hear text in several languages | Checking a line in a second language
Research | Speech researchers | Study cloning and mood steering on a small model | Comparing the same sentence with different moods
If you do not need generated speech, you can skip it.
Where to use it:
Use case | Who | What they get back
Read text aloud | Creators | Speech from a preset voice
Clone a voice | Users with permission to use that voice | Speech in a voice copied from a short clip
Steer the mood | Creators and researchers | Speech with a chosen mood
How to set it up: Online use needs nothing. A copy on your own computer needs a little.
pip install -U huggingface_hub
hf download mrfakename/zonos3-mini --repo-type space --local-dir zonos3-mini
cd zonos3-mini
pip install gradio==6.30.0
pip install -r requirements.txt
python app.py
How to use it: Online, open the Space's page and use the app there. On your own computer, run this command from the project folder and open the page Gradio shows.
python app.py
Tool | What it does
Preset voices | 27 ready-made voices to speak your text
Voice cloning | Builds a voice from a brief recording and treats it as American English unless you pick another language
Languages | Ten languages to speak in
Rate, loudness and bandwidth | Conditioning settings for how the speech sounds
Mood steering | Shifts the mood of the voice, and works together with cloning
Example: You type a sentence, pick one of the preset voices and a language, and start the app. It hands back the sentence as spoken audio in that voice.
For newcomers and experts: If you are new to this, open the Space's page, type one short sentence and keep a preset voice. Nothing needs installing, and you hear the result at once.
If you know the field, the Space runs the official plain PyTorch runtime from the model's authors, copied into the repository. Its sound comes out of the KEEP-2 decoder head, the default in the authors' Python servers. The model card's quick start picks a different, multi-resolution head. Moods come from a steering bundle with the doses the authors recommend for the base model.
Type text and pick a voice and language
Optionally add a clip, a mood or settings
The ZONOS3-Mini runtime builds the audio
The KEEP-2 decoder head decodes it
You hear the speech
Good to know: The author also publishes a version that runs fully in the browser on WebGPU.
Open the Space in your browser, or copy it to your own Hugging Face account from its page. Nothing in this kit runs by itself.
README.md 5 KB
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