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---
license: other
license_name: mixed-upstream-licenses
tags:
- gguf
- ggml
- audio
- singing-voice
- uta-studio
---
# Uta! Studio GGUF models

GGUF model files loaded by the native GGML runtime of [Uta! Studio](https://github.com/bintis/uta-studio). Uta! Studio's Runtime Manager downloads them on explicit user confirmation; each file is published unchanged from the build that Uta! Studio runs.

These files are converted or repackaged from third-party upstream models. **Each model keeps its own upstream license and attribution**, listed below. This repository does not relicense any model. Check the upstream terms before use, in particular for non-commercial (`cc-by-nc-sa-4.0`) and unresolved checkpoint licenses.

The two BS-RoFormer Leap XE90 models are not mirrored here; Uta! Studio downloads them from [scragnog/HOT-Step-CPP-SuperSep](https://huggingface.co/scragnog/HOT-Step-CPP-SuperSep).

## Files

| Path | Model | Purpose | Size (bytes) | SHA-256 |
|---|---|---|---:|---|
| `bs_polarformer_public_instrumental/model-fp16.gguf` | BS-PolarFormer Public | Experimental single-pass GuideVocals and Instrumental-residual extraction | 204237408 | `f5e40ac0dc7487a0c2ccb247e5b948cd6f2c7aaf46a2994023606e1e800ed2c1` |
| `melband_roformer_harmony/model-fp16.gguf` | MelBand-RoFormer Lead Isolation | Lead-vocal extraction with vocal residual | 457008736 | `d463c06a1bf5d3889a2a6be58cc469f0a996155eafb91845ff5e8c139a3d64be` |
| `melband_roformer_denoise_aufr33/model-fp16.gguf` | MelBand-RoFormer Denoise | 44.1 kHz stereo vocal denoise | 457008736 | `eb03fce4c5a450f88718e8a529b8adcd653618a5d32cb55275fa212a80fef33a` |
| `melband_roformer_dereverb_anvuew/model-fp16.gguf` | MelBand-RoFormer Dereverb | 44.1 kHz stereo vocal dereverb | 457008736 | `f850fb2460099df356676ce37ba48875e3c75726d7a848b42d75ff6015955ac7` |
| `rmvpe/rmvpe-f32.gguf` | RMVPE | Continuous F0 tracking | 361625344 | `1b4095d1b57818f5e812b1986ea5a7d7e6d64ccd9e1b1d7b71f4091304513fd2` |
| `fcpe/fcpe-f32.gguf` | FCPE | Secondary continuous-F0 disagreement expert | 43309760 | `6f6dcf86133608191d798897adda6fb1d9d480f7990e2c11c9e255e1d8c65673` |
| `basic_pitch/basic-pitch-f32.gguf` | Basic Pitch | Optional onset and activation evidence | 144512 | `7ffc0490679300974c6acee7bfa707d991fcf6a1b6fd3e1103e2f7325e8ac544` |
| `game_1_0_3_small/game-small-f32.gguf` | GAME 1.0.3 Small | Primary singing note and boundary evidence | 50734944 | `e7f8d27e43face0e6647a622b796a670bfea1209d8e759d9375af7c8cfbf3c82` |
| `game_1_0_3_medium/game-medium-f32.gguf` | GAME 1.0.3 Medium | Primary singing note and boundary evidence | 199584064 | `a69c52a01f452c8092f1479630074592d4c3f0ef7404bb65ddd73fab01a0606e` |
| `game_1_0_3_large/game-large-f32.gguf` | GAME 1.0.3 Large | Primary singing note and boundary evidence | 396034784 | `6c83cd92a5f36f3277f1a8be3b24155a398c9b8fe14ace1d3943aebe005692b9` |
| `jbm555_cectc_80/jbm555-cectc80-f32.gguf` | JBM555 CE-CTC 80 | Japanese mix-and-vocal conditioned note evidence | 3981024 | `8c9dba8320715db8817fb17a8b2f8dcea5d59dd0809309a72b00f02dbb52b10a` |
| `stars/stars-f32.gguf` | STARS Chinese P1 | Timed-transcript-conditioned note, technique, and style evidence | 201085024 | `2d845732ce308b8bf89304c0c854557246a76032f593df9f0dc42c447aa9a893` |
| `rosvot/rosvot-f32.gguf` | ROSVOT P0 | Timed-transcript-conditioned singing note evidence | 48194496 | `ae208457b04cc11ef2dcd063dabf2d0864785a17981955366aac888390c148c8` |
| `firered_asr2_aed/cmvn.ark` | FireRedASR2-AED | Optional Mandarin, dialect, English, code-switching, and singing transcript challenger | 1311 | `6efba6105429d1630c05d818d956bfe4edfad37a04b3b27bb5a029b9adb37945` |
| `firered_asr2_aed/dict.txt` | FireRedASR2-AED | Optional Mandarin, dialect, English, code-switching, and singing transcript challenger | 79172 | `1bc613de2112d257e61a349c3e72d1b1a9cf19c33d3ca954197ad2171e5ea07b` |
| `firered_asr2_aed/firered-f32.gguf` | FireRedASR2-AED | Optional Mandarin, dialect, English, code-switching, and singing transcript challenger | 4686918112 | `7724d4f01ac8c208670be968cef236b73f4276eddd0de8f85441b56bb6e9d132` |
| `qwen3_asr_1_7b/Qwen3-ASR-1.7B-F16.gguf` | Qwen3-ASR 1.7B | Primary singing transcription | 4083087904 | `b20587d247ae3d3b2e82f111944b7f3cb98a2a272068bf64580c191bf3b8272b` |
| `qwen3_forced_aligner_0_6b/Qwen3-ForcedAligner-0.6B-F16.gguf` | Qwen3 Forced Aligner 0.6B | Word-level forced alignment | 1842216416 | `c70553d4e363b752db9110bba0a1ef5fb87355cd80e14703c457fbe7f39a936b` |

## Sources and licenses

### BS-PolarFormer Public (`bs_polarformer_public_instrumental`)
- License status: `mit`
- Attribution: bgkb public BS-PolarFormer model
- Source page: https://huggingface.co/bgkb/bs_polarformer
- Source: bgkb/bs_polarformer @ `9158719ee2173edd480a735764627526506fe4af`, `model-fp16.gguf`
### MelBand-RoFormer Lead Isolation (`melband_roformer_harmony`)
- License status: `informational`
- Attribution: aufr33 + viperx MelBand RoFormer Karaoke
- Source page: https://github.com/TRvlvr/model_repo/releases/tag/all_public_uvr_models
- Source: https://github.com/TRvlvr/model_repo @ `all_public_uvr_models`, `mel_band_roformer_karaoke_aufr33_viperx_sdr_10.1956.ckpt`

### MelBand-RoFormer Denoise (`melband_roformer_denoise_aufr33`)
- License status: `informational`
- Attribution: aufr33 MelBand RoFormer denoise
- Source page: https://huggingface.co/poiqazwsx/melband-roformer-denoise
- Source: poiqazwsx/melband-roformer-denoise @ `4e39bc34a36dda8e73254cd8f5d44f15de2bd7b9`, `denoise_mel_band_roformer_aufr33_sdr_27.9959.ckpt`
### MelBand-RoFormer Dereverb (`melband_roformer_dereverb_anvuew`)

- License status: `informational`
- Attribution: anvuew MelBand RoFormer dereverb
- Source page: https://huggingface.co/anvuew/dereverb_mel_band_roformer
- Source: anvuew/dereverb_mel_band_roformer @ `cef05ad2b5b3145ea5c149d3ad5d1f8439b34d06`, `dereverb_mel_band_roformer_anvuew_sdr_19.1729.ckpt`

### RMVPE (`rmvpe`)

- License status: `informational`
- Attribution: RMVPE model

### FCPE (`fcpe`)

- License status: `mit`
- Attribution: CNChTu/FCPE canonical project; gzivdo community ONNX export
- Source page: https://huggingface.co/gzivdo/fcpe-onnx/tree/5800a2b1944967f55bb0bfeb9718cb749f809310
- Source: https://huggingface.co/gzivdo/fcpe-onnx @ `5800a2b1944967f55bb0bfeb9718cb749f809310`, `fcpe.onnx`
- Algorithm: https://github.com/CNChTu/FCPE @ `6a149c1afb1c7e7821b71869dfb31ad50c95b516` (`MIT`)
- Upstream artifact: `fcpe.onnx` sha256 `b7e4f3871b10641869b7ac5a2d56ed94deb37552c0336d77e17ad6e66760adf0`

### Basic Pitch (`basic_pitch`)
- License status: `apache-2.0`
- Attribution: Spotify Basic Pitch; selected source bytes are from the AEmotionStudio mirror
- Source page: https://huggingface.co/AEmotionStudio/basic-pitch-onnx-models/tree/327fd8ccd2f0bb84cbe56b4a0e9d318398ddf763
- Source: https://huggingface.co/AEmotionStudio/basic-pitch-onnx-models @ `327fd8ccd2f0bb84cbe56b4a0e9d318398ddf763`, `basic-pitch-f32.gguf`
- Algorithm: https://github.com/spotify/basic-pitch @ `fa5997af0a8210982619003269994a1be25eddf3` (`Apache-2.0`)
- Upstream artifact: `nmp.onnx` sha256 `2c3c1d144bfa61ad236e92e169c13535c880469a12a047d4e73451f2c059a0ec`
### GAME 1.0.3 Small (`game_1_0_3_small`)
- License status: `cc-by-nc-sa-4.0`
- Attribution: openvpi GAME 1.0.3 small model
- Source page: https://github.com/openvpi/GAME/releases/tag/v1.0.3
- Source: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a`, `game-small-f32.gguf`
- Algorithm: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a` (`CC-BY-NC-SA-4.0`)
### GAME 1.0.3 Medium (`game_1_0_3_medium`)
- License status: `cc-by-nc-sa-4.0`
- Attribution: openvpi GAME 1.0.3 medium model
- Source page: https://github.com/openvpi/GAME/releases/tag/v1.0.3
- Source: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a`, `game-medium-f32.gguf`
- Algorithm: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a` (`CC-BY-NC-SA-4.0`)
### GAME 1.0.3 Large (`game_1_0_3_large`)
- License status: `cc-by-nc-sa-4.0`
- Attribution: openvpi GAME 1.0.3 large model
- Source page: https://github.com/openvpi/GAME/releases/tag/v1.0.3
- Source: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a`, `game-large-f32.gguf`
- Algorithm: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a` (`CC-BY-NC-SA-4.0`)
### JBM555 CE-CTC 80 (`jbm555_cectc_80`)
- License status: `informational`
- Attribution: york135 CE-CTC baseline for APSIPA 2025
- Source page: https://github.com/york135/CECTC_baseline_APSIPA25
- Source: https://github.com/york135/CECTC_baseline_APSIPA25 @ `d1352eda1ea69d94cf7b1b06bf0b003d874b389a`, `jbm555-cectc80-f32.gguf`
### STARS Chinese P1 (`stars`)
- License status: `checkpoint-license-unresolved`
- Attribution: gwx314/STARS MIT source; verstar/STARS checkpoint provenance is recorded separately
- Source page: https://huggingface.co/verstar/STARS/tree/744a7ad02e1d788452293cd903ea6a933f7862c4
- Source: https://huggingface.co/verstar/STARS @ `744a7ad02e1d788452293cd903ea6a933f7862c4`, `stars-f32.gguf`
- Algorithm: https://github.com/gwx314/STARS @ `f0e43e96cfe953f71a6cf9efd8b908b2c9d7e167` (`MIT`)
- Upstream artifact: `model_ckpt_steps_200000.ckpt` sha256 `9159dd37516918448b0815ed86e1e3976d39c3044117da78db0ef65d1941db3c`

### ROSVOT P0 (`rosvot`)

- License status: `checkpoint-license-unresolved`
- Attribution: RickyL-2000/ROSVOT MIT source; selected checkpoint provenance is recorded separately
- Source page: https://github.com/RickyL-2000/ROSVOT/tree/3c8332bf43adae35f6e4d64971862f2f6139b310
- Source: https://github.com/RickyL-2000/ROSVOT @ `3c8332bf43adae35f6e4d64971862f2f6139b310`, `rosvot-f32.gguf`
- Algorithm: https://github.com/RickyL-2000/ROSVOT @ `3c8332bf43adae35f6e4d64971862f2f6139b310` (`MIT`)
- Upstream artifact: `rosvot` sha256 `7501fb5f913d971c2f51bcb3063b930027b03206581820a4d2bfdc394c9c3fcb`

### FireRedASR2-AED (`firered_asr2_aed`)

- License status: `apache-2.0`
- Attribution: FireRedTeam FireRedASR2-AED canonical checkpoint
- Source page: https://huggingface.co/FireRedTeam/FireRedASR2-AED/tree/2304afed56eacfee6256dee5937ed22ffa0b64ec
- Source: https://huggingface.co/FireRedTeam/FireRedASR2-AED @ `2304afed56eacfee6256dee5937ed22ffa0b64ec`, `model.pth.tar`
- Algorithm: https://github.com/FireRedTeam/FireRedASR2S @ `4e7d9aaf4482a47cec1724807026b9b151926eb5` (`Apache-2.0`)
- Upstream artifact: `cmvn.ark` sha256 `6efba6105429d1630c05d818d956bfe4edfad37a04b3b27bb5a029b9adb37945`
- Upstream artifact: `dict.txt` sha256 `1bc613de2112d257e61a349c3e72d1b1a9cf19c33d3ca954197ad2171e5ea07b`

### Qwen3-ASR 1.7B (`qwen3_asr_1_7b`)
- License status: `apache-2.0`
- Attribution: Qwen canonical model weights converted locally to GGUF
- Source page: https://huggingface.co/Qwen/Qwen3-ASR-1.7B
- Source: https://huggingface.co/Qwen/Qwen3-ASR-1.7B @ `7278e1e70fe206f11671096ffdd38061171dd6e5`, `Qwen3-ASR-1.7B-F16.gguf`
### Qwen3 Forced Aligner 0.6B (`qwen3_forced_aligner_0_6b`)
- License status: `apache-2.0`
- Attribution: Qwen canonical model weights converted locally to GGUF
- Source page: https://huggingface.co/Qwen/Qwen3-ForcedAligner-0.6B-hf
- Source: https://huggingface.co/Qwen/Qwen3-ForcedAligner-0.6B-hf @ `c07281df297b9905d24a508279258cccf987a064`, `Qwen3-ForcedAligner-0.6B-F16.gguf`

	---
	license: other
	license_name: mixed-upstream-licenses
	tags:
	- gguf
	- ggml
	- audio
	- singing-voice
	- uta-studio
	---

	# Uta! Studio GGUF models

	GGUF model files loaded by the native GGML runtime of [Uta! Studio](https://github.com/bintis/uta-studio). Uta! Studio's Runtime Manager downloads them on explicit user confirmation; each file is published unchanged from the build that Uta! Studio runs.

	These files are converted or repackaged from third-party upstream models. Each model keeps its own upstream license and attribution, listed below. This repository does not relicense any model. Check the upstream terms before use, in particular for non-commercial (`cc-by-nc-sa-4.0`) and unresolved checkpoint licenses.

	The two BS-RoFormer Leap XE90 models are not mirrored here; Uta! Studio downloads them from [scragnog/HOT-Step-CPP-SuperSep](https://huggingface.co/scragnog/HOT-Step-CPP-SuperSep).

	## Files

	\| Path \| Model \| Purpose \| Size (bytes) \| SHA-256 \|
	\|---\|---\|---\|---:\|---\|
	\| `bs_polarformer_public_instrumental/model-fp16.gguf` \| BS-PolarFormer Public \| Experimental single-pass GuideVocals and Instrumental-residual extraction \| 204237408 \| `f5e40ac0dc7487a0c2ccb247e5b948cd6f2c7aaf46a2994023606e1e800ed2c1` \|
	\| `melband_roformer_harmony/model-fp16.gguf` \| MelBand-RoFormer Lead Isolation \| Lead-vocal extraction with vocal residual \| 457008736 \| `d463c06a1bf5d3889a2a6be58cc469f0a996155eafb91845ff5e8c139a3d64be` \|
	\| `melband_roformer_denoise_aufr33/model-fp16.gguf` \| MelBand-RoFormer Denoise \| 44.1 kHz stereo vocal denoise \| 457008736 \| `eb03fce4c5a450f88718e8a529b8adcd653618a5d32cb55275fa212a80fef33a` \|
	\| `melband_roformer_dereverb_anvuew/model-fp16.gguf` \| MelBand-RoFormer Dereverb \| 44.1 kHz stereo vocal dereverb \| 457008736 \| `f850fb2460099df356676ce37ba48875e3c75726d7a848b42d75ff6015955ac7` \|
	\| `rmvpe/rmvpe-f32.gguf` \| RMVPE \| Continuous F0 tracking \| 361625344 \| `1b4095d1b57818f5e812b1986ea5a7d7e6d64ccd9e1b1d7b71f4091304513fd2` \|
	\| `fcpe/fcpe-f32.gguf` \| FCPE \| Secondary continuous-F0 disagreement expert \| 43309760 \| `6f6dcf86133608191d798897adda6fb1d9d480f7990e2c11c9e255e1d8c65673` \|
	\| `basic_pitch/basic-pitch-f32.gguf` \| Basic Pitch \| Optional onset and activation evidence \| 144512 \| `7ffc0490679300974c6acee7bfa707d991fcf6a1b6fd3e1103e2f7325e8ac544` \|
	\| `game_1_0_3_small/game-small-f32.gguf` \| GAME 1.0.3 Small \| Primary singing note and boundary evidence \| 50734944 \| `e7f8d27e43face0e6647a622b796a670bfea1209d8e759d9375af7c8cfbf3c82` \|
	\| `game_1_0_3_medium/game-medium-f32.gguf` \| GAME 1.0.3 Medium \| Primary singing note and boundary evidence \| 199584064 \| `a69c52a01f452c8092f1479630074592d4c3f0ef7404bb65ddd73fab01a0606e` \|
	\| `game_1_0_3_large/game-large-f32.gguf` \| GAME 1.0.3 Large \| Primary singing note and boundary evidence \| 396034784 \| `6c83cd92a5f36f3277f1a8be3b24155a398c9b8fe14ace1d3943aebe005692b9` \|
	\| `jbm555_cectc_80/jbm555-cectc80-f32.gguf` \| JBM555 CE-CTC 80 \| Japanese mix-and-vocal conditioned note evidence \| 3981024 \| `8c9dba8320715db8817fb17a8b2f8dcea5d59dd0809309a72b00f02dbb52b10a` \|
	\| `stars/stars-f32.gguf` \| STARS Chinese P1 \| Timed-transcript-conditioned note, technique, and style evidence \| 201085024 \| `2d845732ce308b8bf89304c0c854557246a76032f593df9f0dc42c447aa9a893` \|
	\| `rosvot/rosvot-f32.gguf` \| ROSVOT P0 \| Timed-transcript-conditioned singing note evidence \| 48194496 \| `ae208457b04cc11ef2dcd063dabf2d0864785a17981955366aac888390c148c8` \|
	\| `firered_asr2_aed/cmvn.ark` \| FireRedASR2-AED \| Optional Mandarin, dialect, English, code-switching, and singing transcript challenger \| 1311 \| `6efba6105429d1630c05d818d956bfe4edfad37a04b3b27bb5a029b9adb37945` \|
	\| `firered_asr2_aed/dict.txt` \| FireRedASR2-AED \| Optional Mandarin, dialect, English, code-switching, and singing transcript challenger \| 79172 \| `1bc613de2112d257e61a349c3e72d1b1a9cf19c33d3ca954197ad2171e5ea07b` \|
	\| `firered_asr2_aed/firered-f32.gguf` \| FireRedASR2-AED \| Optional Mandarin, dialect, English, code-switching, and singing transcript challenger \| 4686918112 \| `7724d4f01ac8c208670be968cef236b73f4276eddd0de8f85441b56bb6e9d132` \|
	\| `qwen3_asr_1_7b/Qwen3-ASR-1.7B-F16.gguf` \| Qwen3-ASR 1.7B \| Primary singing transcription \| 4083087904 \| `b20587d247ae3d3b2e82f111944b7f3cb98a2a272068bf64580c191bf3b8272b` \|
	\| `qwen3_forced_aligner_0_6b/Qwen3-ForcedAligner-0.6B-F16.gguf` \| Qwen3 Forced Aligner 0.6B \| Word-level forced alignment \| 1842216416 \| `c70553d4e363b752db9110bba0a1ef5fb87355cd80e14703c457fbe7f39a936b` \|

	## Sources and licenses

	### BS-PolarFormer Public (`bs_polarformer_public_instrumental`)

	- License status: `mit`
	- Attribution: bgkb public BS-PolarFormer model
	- Source page: https://huggingface.co/bgkb/bs_polarformer
	- Source: bgkb/bs_polarformer @ `9158719ee2173edd480a735764627526506fe4af`, `model-fp16.gguf`

	### MelBand-RoFormer Lead Isolation (`melband_roformer_harmony`)

	- License status: `informational`
	- Attribution: aufr33 + viperx MelBand RoFormer Karaoke
	- Source page: https://github.com/TRvlvr/model_repo/releases/tag/all_public_uvr_models
	- Source: https://github.com/TRvlvr/model_repo @ `all_public_uvr_models`, `mel_band_roformer_karaoke_aufr33_viperx_sdr_10.1956.ckpt`

	### MelBand-RoFormer Denoise (`melband_roformer_denoise_aufr33`)

	- License status: `informational`
	- Attribution: aufr33 MelBand RoFormer denoise
	- Source page: https://huggingface.co/poiqazwsx/melband-roformer-denoise
	- Source: poiqazwsx/melband-roformer-denoise @ `4e39bc34a36dda8e73254cd8f5d44f15de2bd7b9`, `denoise_mel_band_roformer_aufr33_sdr_27.9959.ckpt`

	### MelBand-RoFormer Dereverb (`melband_roformer_dereverb_anvuew`)

	- License status: `informational`
	- Attribution: anvuew MelBand RoFormer dereverb
	- Source page: https://huggingface.co/anvuew/dereverb_mel_band_roformer
	- Source: anvuew/dereverb_mel_band_roformer @ `cef05ad2b5b3145ea5c149d3ad5d1f8439b34d06`, `dereverb_mel_band_roformer_anvuew_sdr_19.1729.ckpt`

	### RMVPE (`rmvpe`)

	- License status: `informational`
	- Attribution: RMVPE model

	### FCPE (`fcpe`)

	- License status: `mit`
	- Attribution: CNChTu/FCPE canonical project; gzivdo community ONNX export
	- Source page: https://huggingface.co/gzivdo/fcpe-onnx/tree/5800a2b1944967f55bb0bfeb9718cb749f809310
	- Source: https://huggingface.co/gzivdo/fcpe-onnx @ `5800a2b1944967f55bb0bfeb9718cb749f809310`, `fcpe.onnx`
	- Algorithm: https://github.com/CNChTu/FCPE @ `6a149c1afb1c7e7821b71869dfb31ad50c95b516` (`MIT`)
	- Upstream artifact: `fcpe.onnx` sha256 `b7e4f3871b10641869b7ac5a2d56ed94deb37552c0336d77e17ad6e66760adf0`

	### Basic Pitch (`basic_pitch`)

	- License status: `apache-2.0`
	- Attribution: Spotify Basic Pitch; selected source bytes are from the AEmotionStudio mirror
	- Source page: https://huggingface.co/AEmotionStudio/basic-pitch-onnx-models/tree/327fd8ccd2f0bb84cbe56b4a0e9d318398ddf763
	- Source: https://huggingface.co/AEmotionStudio/basic-pitch-onnx-models @ `327fd8ccd2f0bb84cbe56b4a0e9d318398ddf763`, `basic-pitch-f32.gguf`
	- Algorithm: https://github.com/spotify/basic-pitch @ `fa5997af0a8210982619003269994a1be25eddf3` (`Apache-2.0`)
	- Upstream artifact: `nmp.onnx` sha256 `2c3c1d144bfa61ad236e92e169c13535c880469a12a047d4e73451f2c059a0ec`

	### GAME 1.0.3 Small (`game_1_0_3_small`)

	- License status: `cc-by-nc-sa-4.0`
	- Attribution: openvpi GAME 1.0.3 small model
	- Source page: https://github.com/openvpi/GAME/releases/tag/v1.0.3
	- Source: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a`, `game-small-f32.gguf`
	- Algorithm: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a` (`CC-BY-NC-SA-4.0`)

	### GAME 1.0.3 Medium (`game_1_0_3_medium`)

	- License status: `cc-by-nc-sa-4.0`
	- Attribution: openvpi GAME 1.0.3 medium model
	- Source page: https://github.com/openvpi/GAME/releases/tag/v1.0.3
	- Source: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a`, `game-medium-f32.gguf`
	- Algorithm: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a` (`CC-BY-NC-SA-4.0`)

	### GAME 1.0.3 Large (`game_1_0_3_large`)

	- License status: `cc-by-nc-sa-4.0`
	- Attribution: openvpi GAME 1.0.3 large model
	- Source page: https://github.com/openvpi/GAME/releases/tag/v1.0.3
	- Source: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a`, `game-large-f32.gguf`
	- Algorithm: https://github.com/openvpi/GAME @ `475a8ee781fe8cca980b3b12fbe6c80c768a813a` (`CC-BY-NC-SA-4.0`)

	### JBM555 CE-CTC 80 (`jbm555_cectc_80`)

	- License status: `informational`
	- Attribution: york135 CE-CTC baseline for APSIPA 2025
	- Source page: https://github.com/york135/CECTC_baseline_APSIPA25
	- Source: https://github.com/york135/CECTC_baseline_APSIPA25 @ `d1352eda1ea69d94cf7b1b06bf0b003d874b389a`, `jbm555-cectc80-f32.gguf`

	### STARS Chinese P1 (`stars`)

	- License status: `checkpoint-license-unresolved`
	- Attribution: gwx314/STARS MIT source; verstar/STARS checkpoint provenance is recorded separately
	- Source page: https://huggingface.co/verstar/STARS/tree/744a7ad02e1d788452293cd903ea6a933f7862c4
	- Source: https://huggingface.co/verstar/STARS @ `744a7ad02e1d788452293cd903ea6a933f7862c4`, `stars-f32.gguf`
	- Algorithm: https://github.com/gwx314/STARS @ `f0e43e96cfe953f71a6cf9efd8b908b2c9d7e167` (`MIT`)
	- Upstream artifact: `model_ckpt_steps_200000.ckpt` sha256 `9159dd37516918448b0815ed86e1e3976d39c3044117da78db0ef65d1941db3c`

	### ROSVOT P0 (`rosvot`)

	- License status: `checkpoint-license-unresolved`
	- Attribution: RickyL-2000/ROSVOT MIT source; selected checkpoint provenance is recorded separately
	- Source page: https://github.com/RickyL-2000/ROSVOT/tree/3c8332bf43adae35f6e4d64971862f2f6139b310
	- Source: https://github.com/RickyL-2000/ROSVOT @ `3c8332bf43adae35f6e4d64971862f2f6139b310`, `rosvot-f32.gguf`
	- Algorithm: https://github.com/RickyL-2000/ROSVOT @ `3c8332bf43adae35f6e4d64971862f2f6139b310` (`MIT`)
	- Upstream artifact: `rosvot` sha256 `7501fb5f913d971c2f51bcb3063b930027b03206581820a4d2bfdc394c9c3fcb`

	### FireRedASR2-AED (`firered_asr2_aed`)

	- License status: `apache-2.0`
	- Attribution: FireRedTeam FireRedASR2-AED canonical checkpoint
	- Source page: https://huggingface.co/FireRedTeam/FireRedASR2-AED/tree/2304afed56eacfee6256dee5937ed22ffa0b64ec
	- Source: https://huggingface.co/FireRedTeam/FireRedASR2-AED @ `2304afed56eacfee6256dee5937ed22ffa0b64ec`, `model.pth.tar`
	- Algorithm: https://github.com/FireRedTeam/FireRedASR2S @ `4e7d9aaf4482a47cec1724807026b9b151926eb5` (`Apache-2.0`)
	- Upstream artifact: `cmvn.ark` sha256 `6efba6105429d1630c05d818d956bfe4edfad37a04b3b27bb5a029b9adb37945`
	- Upstream artifact: `dict.txt` sha256 `1bc613de2112d257e61a349c3e72d1b1a9cf19c33d3ca954197ad2171e5ea07b`

	### Qwen3-ASR 1.7B (`qwen3_asr_1_7b`)

	- License status: `apache-2.0`
	- Attribution: Qwen canonical model weights converted locally to GGUF
	- Source page: https://huggingface.co/Qwen/Qwen3-ASR-1.7B
	- Source: https://huggingface.co/Qwen/Qwen3-ASR-1.7B @ `7278e1e70fe206f11671096ffdd38061171dd6e5`, `Qwen3-ASR-1.7B-F16.gguf`

	### Qwen3 Forced Aligner 0.6B (`qwen3_forced_aligner_0_6b`)

	- License status: `apache-2.0`
	- Attribution: Qwen canonical model weights converted locally to GGUF
	- Source page: https://huggingface.co/Qwen/Qwen3-ForcedAligner-0.6B-hf
	- Source: https://huggingface.co/Qwen/Qwen3-ForcedAligner-0.6B-hf @ `c07281df297b9905d24a508279258cccf987a064`, `Qwen3-ForcedAligner-0.6B-F16.gguf`