niobures/LID
By niobures · ↓ 14 · ♥ 0 · Updated 2025-09-28
What's in this repo
This page lists the files in niobures/LID, including model.onnx, model_bnb4.onnx, model_fp16.onnx and more.
- 123 ONNX models (.onnx files)
- 528 files, including 123 .onnx, 67 .txt, 62 .wav, 26 .png, 23 .json, 22 .log
- Last updated 2025-09-28
ONNX files
| File | Size | Download |
|---|---|---|
| MMS/mms-lid-1024/onnx/model.onnx | — | Download |
| MMS/mms-lid-1024/onnx/model_bnb4.onnx | — | Download |
| MMS/mms-lid-1024/onnx/model_fp16.onnx | — | Download |
| MMS/mms-lid-1024/onnx/model_q4.onnx | — | Download |
| MMS/mms-lid-1024/onnx/model_q4f16.onnx | — | Download |
| MMS/mms-lid-1024/onnx/model_quantized.onnx | — | Download |
| MMS/mms-lid-1024/onnx/model_uint8.onnx | — | Download |
| MMS/mms-lid-126/onnx/model.onnx | — | Download |
| MMS/mms-lid-126/onnx/model_bnb4.onnx | — | Download |
| MMS/mms-lid-126/onnx/model_fp16.onnx | — | Download |
Showing 10 of 123 .onnx files — see the full file list on the right.
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
No README provided by the author.
Model info
tensorboard
onnx
gguf
region:us
↓ 14
♥ 0
Created: 2025-09-28
Updated: 2025-09-28
View on Hugging FaceFiles (528)
.gitattributes
MMS/mms-lid-1024/.gitattributes
MMS/mms-lid-1024/README.md
MMS/mms-lid-1024/config.json
MMS/mms-lid-1024/onnx/model.onnx
ONNX
MMS/mms-lid-1024/onnx/model.onnx_data
MMS/mms-lid-1024/onnx/model_bnb4.onnx
ONNX
MMS/mms-lid-1024/onnx/model_fp16.onnx
ONNX
MMS/mms-lid-1024/onnx/model_q4.onnx
ONNX
MMS/mms-lid-1024/onnx/model_q4f16.onnx
ONNX
MMS/mms-lid-1024/onnx/model_quantized.onnx
ONNX
MMS/mms-lid-1024/onnx/model_uint8.onnx
ONNX
MMS/mms-lid-1024/preprocessor_config.json
MMS/mms-lid-1024/quantize_config.json
MMS/mms-lid-1024/source.txt
MMS/mms-lid-126/.gitattributes
MMS/mms-lid-126/README.md
MMS/mms-lid-126/config.json
MMS/mms-lid-126/onnx/model.onnx
ONNX
MMS/mms-lid-126/onnx/model.onnx_data
MMS/mms-lid-126/onnx/model_bnb4.onnx
ONNX
MMS/mms-lid-126/onnx/model_fp16.onnx
ONNX
MMS/mms-lid-126/onnx/model_q4.onnx
ONNX
MMS/mms-lid-126/onnx/model_q4f16.onnx
ONNX
MMS/mms-lid-126/onnx/model_quantized.onnx
ONNX
MMS/mms-lid-126/onnx/model_uint8.onnx
ONNX
MMS/mms-lid-126/preprocessor_config.json
MMS/mms-lid-126/quantize_config.json
MMS/mms-lid-126/source.txt
MMS/mms-lid-2048/.gitattributes
MMS/mms-lid-2048/README.md
MMS/mms-lid-2048/config.json
MMS/mms-lid-2048/onnx/model.onnx
ONNX
MMS/mms-lid-2048/onnx/model.onnx_data
MMS/mms-lid-2048/onnx/model_bnb4.onnx
ONNX
MMS/mms-lid-2048/onnx/model_fp16.onnx
ONNX
MMS/mms-lid-2048/onnx/model_q4.onnx
ONNX
MMS/mms-lid-2048/onnx/model_q4f16.onnx
ONNX
MMS/mms-lid-2048/onnx/model_quantized.onnx
ONNX
MMS/mms-lid-2048/onnx/model_uint8.onnx
ONNX
MMS/mms-lid-2048/preprocessor_config.json
MMS/mms-lid-2048/quantize_config.json
MMS/mms-lid-2048/source.txt
MMS/mms-lid-256/.gitattributes
MMS/mms-lid-256/README.md
MMS/mms-lid-256/config.json
MMS/mms-lid-256/onnx/model.onnx
ONNX
MMS/mms-lid-256/onnx/model.onnx_data
MMS/mms-lid-256/onnx/model_bnb4.onnx
ONNX
MMS/mms-lid-256/onnx/model_fp16.onnx
ONNX
MMS/mms-lid-256/onnx/model_q4.onnx
ONNX
MMS/mms-lid-256/onnx/model_q4f16.onnx
ONNX
MMS/mms-lid-256/onnx/model_quantized.onnx
ONNX
MMS/mms-lid-256/onnx/model_uint8.onnx
ONNX
MMS/mms-lid-256/preprocessor_config.json
MMS/mms-lid-256/quantize_config.json
MMS/mms-lid-256/source.txt
MMS/mms-lid-4017/.gitattributes
MMS/mms-lid-4017/README.md
MMS/mms-lid-4017/config.json
MMS/mms-lid-4017/onnx/model.onnx
ONNX
MMS/mms-lid-4017/onnx/model.onnx_data
MMS/mms-lid-4017/onnx/model_bnb4.onnx
ONNX
MMS/mms-lid-4017/onnx/model_fp16.onnx
ONNX
MMS/mms-lid-4017/onnx/model_q4.onnx
ONNX
MMS/mms-lid-4017/onnx/model_q4f16.onnx
ONNX
MMS/mms-lid-4017/onnx/model_uint8.onnx
ONNX
MMS/mms-lid-4017/preprocessor_config.json
MMS/mms-lid-4017/quantize_config.json
MMS/mms-lid-4017/source.txt
MMS/mms-lid-512/.gitattributes
MMS/mms-lid-512/README.md
MMS/mms-lid-512/config.json
MMS/mms-lid-512/onnx/model.onnx
ONNX
MMS/mms-lid-512/onnx/model.onnx_data
MMS/mms-lid-512/onnx/model_bnb4.onnx
ONNX
MMS/mms-lid-512/onnx/model_fp16.onnx
ONNX
MMS/mms-lid-512/onnx/model_q4.onnx
ONNX
MMS/mms-lid-512/onnx/model_q4f16.onnx
ONNX
MMS/mms-lid-512/onnx/model_quantized.onnx
ONNX
MMS/mms-lid-512/onnx/model_uint8.onnx
ONNX
MMS/mms-lid-512/preprocessor_config.json
MMS/mms-lid-512/quantize_config.json
MMS/mms-lid-512/source.txt
SenseVoice/SenseVoice-onnx/.gitattributes
SenseVoice/SenseVoice-onnx/README.md
SenseVoice/SenseVoice-onnx/am.mvn
SenseVoice/SenseVoice-onnx/asr_example_zh.wav
SenseVoice/SenseVoice-onnx/chn_jpn_yue_eng_ko_spectok.bpe.model
SenseVoice/SenseVoice-onnx/embedding.npy
SenseVoice/SenseVoice-onnx/fsmn-am.mvn
SenseVoice/SenseVoice-onnx/fsmn-config.yaml
SenseVoice/SenseVoice-onnx/fsmnvad-offline.onnx
ONNX
SenseVoice/SenseVoice-onnx/sense-voice-encoder-int8.onnx
ONNX
SenseVoice/SenseVoice-onnx/sense-voice-encoder.onnx
ONNX
SenseVoice/SenseVoice-onnx/source.txt
SenseVoice/SenseVoice-python.zip
SenseVoice/SenseVoice.zip
SenseVoice/SenseVoiceSmall-RKNN2/.gitattributes
SenseVoice/SenseVoiceSmall-RKNN2/.gitignore
SenseVoice/SenseVoiceSmall-RKNN2/.huggingfaceignore
SenseVoice/SenseVoiceSmall-RKNN2/README.md
SenseVoice/SenseVoiceSmall-RKNN2/am.mvn
SenseVoice/SenseVoiceSmall-RKNN2/chinese.wav
SenseVoice/SenseVoiceSmall-RKNN2/chn_jpn_yue_eng_ko_spectok.bpe.model
SenseVoice/SenseVoiceSmall-RKNN2/convert_rknn.py
SenseVoice/SenseVoiceSmall-RKNN2/embedding.npy
SenseVoice/SenseVoiceSmall-RKNN2/english.wav
SenseVoice/SenseVoiceSmall-RKNN2/fsmn-am.mvn
SenseVoice/SenseVoiceSmall-RKNN2/fsmn-config.yaml
SenseVoice/SenseVoiceSmall-RKNN2/fsmnvad-offline.onnx
ONNX
SenseVoice/SenseVoiceSmall-RKNN2/librknnrt.so
SenseVoice/SenseVoiceSmall-RKNN2/requirements.txt
SenseVoice/SenseVoiceSmall-RKNN2/rknn_toolkit_lite2-2.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SenseVoice/SenseVoiceSmall-RKNN2/sense-voice-encoder.rknn
SenseVoice/SenseVoiceSmall-RKNN2/sensevoice_rknn.py
SenseVoice/SenseVoiceSmall-RKNN2/server.py
SenseVoice/SenseVoiceSmall-RKNN2/source.txt
SenseVoice/SenseVoiceSmall-RKNN2/wget-log
SenseVoice/SenseVoiceSmall-finetuned/.gitattributes
SenseVoice/SenseVoiceSmall-finetuned/.ipynb_checkpoints/config-checkpoint.yaml
SenseVoice/SenseVoiceSmall-finetuned/1best_recog/text
SenseVoice/SenseVoiceSmall-finetuned/2024-10-25/18-23-57/.hydra/config.yaml
SenseVoice/SenseVoiceSmall-finetuned/2024-10-25/18-23-57/.hydra/hydra.yaml
SenseVoice/SenseVoiceSmall-finetuned/2024-10-25/18-23-57/.hydra/overrides.yaml
SenseVoice/SenseVoiceSmall-finetuned/2024-10-25/18-23-57/train_ds.log
SenseVoice/SenseVoiceSmall-finetuned/README.md
SenseVoice/SenseVoiceSmall-finetuned/config.yaml
SenseVoice/SenseVoiceSmall-finetuned/configuration.json
SenseVoice/SenseVoiceSmall-finetuned/log.txt
SenseVoice/SenseVoiceSmall-finetuned/model.pt
SenseVoice/SenseVoiceSmall-finetuned/model.pt.best
SenseVoice/SenseVoiceSmall-finetuned/source.txt
SenseVoice/SenseVoiceSmall-finetuned/tensorboard/events.out.tfevents.1729851842.autodl-container-f42f45a886-bccfcaff
SenseVoice/SenseVoiceSmall/.gitattributes
SenseVoice/SenseVoiceSmall/README.md
SenseVoice/SenseVoiceSmall/README_ja.md
SenseVoice/SenseVoiceSmall/README_zh.md
SenseVoice/SenseVoiceSmall/am.mvn
SenseVoice/SenseVoiceSmall/chn_jpn_yue_eng_ko_spectok.bpe.model
SenseVoice/SenseVoiceSmall/config.yaml
SenseVoice/SenseVoiceSmall/configuration.json
SenseVoice/SenseVoiceSmall/demo.py
SenseVoice/SenseVoiceSmall/example/en.mp3
SenseVoice/SenseVoiceSmall/example/ja.mp3
SenseVoice/SenseVoiceSmall/example/ko.mp3
SenseVoice/SenseVoiceSmall/example/yue.mp3
SenseVoice/SenseVoiceSmall/example/zh.mp3
SenseVoice/SenseVoiceSmall/image/aed_figure.png
SenseVoice/SenseVoiceSmall/image/asr_results.png
SenseVoice/SenseVoiceSmall/image/asr_results1.png
SenseVoice/SenseVoiceSmall/image/asr_results2.png
SenseVoice/SenseVoiceSmall/image/dingding_funasr.png
SenseVoice/SenseVoiceSmall/image/dingding_sv.png
SenseVoice/SenseVoiceSmall/image/inference.png
SenseVoice/SenseVoiceSmall/image/sensevoice.png
SenseVoice/SenseVoiceSmall/image/sensevoice2.png
SenseVoice/SenseVoiceSmall/image/ser_figure.png
SenseVoice/SenseVoiceSmall/image/ser_table.png
SenseVoice/SenseVoiceSmall/image/webui.png
SenseVoice/SenseVoiceSmall/image/wechat.png
SenseVoice/SenseVoiceSmall/model.pt
SenseVoice/SenseVoiceSmall/requirements.txt
SenseVoice/SenseVoiceSmall/source.txt
SenseVoice/SenseVoice_ONNX/.gitattributes
SenseVoice/SenseVoice_ONNX/README.md
SenseVoice/SenseVoice_ONNX/model.onnx
ONNX
SenseVoice/SenseVoice_ONNX/model_quant.onnx
ONNX
SenseVoice/SenseVoice_ONNX/source.txt
SenseVoice/Sensevoice_Api/.gitattributes
SenseVoice/Sensevoice_Api/Dockerfile
SenseVoice/Sensevoice_Api/README.md
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/am.mvn
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/chn_jpn_yue_eng_ko_spectok.bpe.model
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/config.yaml
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/example/.DS_Store
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/example/1
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/example/en.mp3
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/example/ja.mp3
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/example/ko.mp3
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/example/yue.mp3
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/example/zh.mp3
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/model.onnx
ONNX
SenseVoice/Sensevoice_Api/iic/SenseVoiceSmall/model_quant.onnx
ONNX
SenseVoice/Sensevoice_Api/main.py
SenseVoice/Sensevoice_Api/requirements.txt
SenseVoice/Sensevoice_Api/source.txt
SenseVoice/sense-voice-gguf/.gitattributes
SenseVoice/sense-voice-gguf/README.md
SenseVoice/sense-voice-gguf/asr_example_zh.wav
SenseVoice/sense-voice-gguf/sense-voice-small-fp16.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-fp32.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-q3_k.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-q4_0.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-q4_1.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-q4_k.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-q5_0.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-q5_k.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-q6_k.gguf
SenseVoice/sense-voice-gguf/sense-voice-small-q8_0.gguf
SenseVoice/sense-voice-gguf/source.txt
SenseVoice/sensevoice-small-ov/.gitattributes
SenseVoice/sensevoice-small-ov/am.mvn
SenseVoice/sensevoice-small-ov/config.yaml
SenseVoice/sensevoice-small-ov/openvino_detokenizer.bin
SenseVoice/sensevoice-small-ov/openvino_detokenizer.xml
SenseVoice/sensevoice-small-ov/openvino_model.bin
SenseVoice/sensevoice-small-ov/openvino_model.xml
SenseVoice/sensevoice-small-ov/source.txt
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/.gitattributes
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/README.md
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/bin/sense-voice-main
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/bin/sense-voice-quantize
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/bin/sense-voice-zcr-main
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/lib/libcommon.a
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/lib/libggml-base.so
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/lib/libggml-cpu.so
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/lib/libggml-cuda.so
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/lib/libggml.so
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/lib/libsense-voice-core.a
SenseVoice/sensevoice.cpp-binaries-for-jetson-nano-jetpack-4/source.txt
Sherpa/sherpa-doc.zip
Sherpa/sherpa-onnx-whisper-base.en/.gitattributes
Sherpa/sherpa-onnx-whisper-base.en/base.en-decoder.int8.onnx
ONNX
Sherpa/sherpa-onnx-whisper-base.en/base.en-decoder.onnx
ONNX
Sherpa/sherpa-onnx-whisper-base.en/base.en-encoder.int8.onnx
ONNX
Sherpa/sherpa-onnx-whisper-base.en/base.en-encoder.onnx
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Sherpa/sherpa-onnx-whisper-base.en/base.en-tokens.txt
Sherpa/sherpa-onnx-whisper-base.en/test_wavs/0.wav
Sherpa/sherpa-onnx-whisper-base.en/test_wavs/1.wav
Sherpa/sherpa-onnx-whisper-base.en/test_wavs/8k.wav
Sherpa/sherpa-onnx-whisper-base.en/test_wavs/trans.txt
Sherpa/sherpa-onnx-whisper-base/.gitattributes
Sherpa/sherpa-onnx-whisper-base/base-decoder.int8.onnx
ONNX
Sherpa/sherpa-onnx-whisper-base/base-decoder.onnx
ONNX
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Sherpa/sherpa-onnx-whisper-base/base-tokens.txt
Sherpa/sherpa-onnx-whisper-base/test_wavs/0.wav
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Sherpa/sherpa-onnx-whisper-distil-large-v2/.gitattributes
Sherpa/sherpa-onnx-whisper-distil-large-v2/distil-large-v2-decoder.int8.onnx
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Sherpa/sherpa-onnx-whisper-distil-large-v2/distil-large-v2-tokens.txt
Sherpa/sherpa-onnx-whisper-distil-large-v2/test_wavs/0.wav
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Sherpa/sherpa-onnx-whisper-distil-large-v2/test_wavs/trans.txt
Sherpa/sherpa-onnx-whisper-distil-large-v3.5/.gitattributes
Sherpa/sherpa-onnx-whisper-distil-large-v3.5/distil-large-v3.5-decoder.int8.onnx
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Sherpa/sherpa-onnx-whisper-distil-large-v3.5/distil-large-v3.5-tokens.txt
Sherpa/sherpa-onnx-whisper-distil-large-v3.5/test_wavs/0.wav
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Sherpa/sherpa-onnx-whisper-distil-large-v3.5/test_wavs/trans.txt
Sherpa/sherpa-onnx-whisper-distil-large-v3/.gitattributes
Sherpa/sherpa-onnx-whisper-distil-large-v3/distil-large-v3-decoder.int8.onnx
ONNX
Sherpa/sherpa-onnx-whisper-distil-large-v3/distil-large-v3-decoder.onnx
ONNX
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Sherpa/sherpa-onnx-whisper-distil-large-v3/distil-large-v3-encoder.weights
Sherpa/sherpa-onnx-whisper-distil-large-v3/distil-large-v3-tokens.txt
Sherpa/sherpa-onnx-whisper-distil-large-v3/test_wavs/0.wav
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Sherpa/sherpa-onnx-whisper-distil-large-v3/test_wavs/trans.txt
Sherpa/sherpa-onnx-whisper-distil-medium.en/.gitattributes
Sherpa/sherpa-onnx-whisper-distil-medium.en/distil-medium.en-decoder.int8.onnx
ONNX
Sherpa/sherpa-onnx-whisper-distil-medium.en/distil-medium.en-decoder.onnx
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Sherpa/sherpa-onnx-whisper-distil-medium.en/distil-medium.en-encoder.int8.onnx
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Sherpa/sherpa-onnx-whisper-distil-medium.en/distil-medium.en-tokens.txt
Sherpa/sherpa-onnx-whisper-distil-medium.en/test_wavs/0.wav
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Sherpa/sherpa-onnx-whisper-distil-medium.en/test_wavs/8k.wav
Sherpa/sherpa-onnx-whisper-distil-medium.en/test_wavs/trans.txt
Sherpa/sherpa-onnx-whisper-distil-small.en/.gitattributes
Sherpa/sherpa-onnx-whisper-distil-small.en/distil-small.en-decoder.int8.onnx
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Sherpa/sherpa-onnx-whisper-distil-small.en/distil-small.en-decoder.onnx
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Sherpa/sherpa-onnx-whisper-distil-small.en/distil-small.en-tokens.txt
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VoxLingua/lid_voxlingua107_mms_ecapa/exp_voxlingua107_raw/lid_mms_ecapa_baseline_raw/train.6.log
VoxLingua/lid_voxlingua107_mms_ecapa/exp_voxlingua107_raw/lid_mms_ecapa_baseline_raw/train.7.log
VoxLingua/lid_voxlingua107_mms_ecapa/exp_voxlingua107_raw/lid_mms_ecapa_baseline_raw/train.log
VoxLingua/lid_voxlingua107_mms_ecapa/exp_voxlingua107_raw/lid_mms_ecapa_baseline_raw/valid.accuracy.best.pth
VoxLingua/lid_voxlingua107_mms_ecapa/meta.yaml
VoxLingua/lid_voxlingua107_mms_ecapa/source.txt
VoxLingua/voxlingua107-epaca-tdnn-ce/.gitattributes
VoxLingua/voxlingua107-epaca-tdnn-ce/README.md
VoxLingua/voxlingua107-epaca-tdnn-ce/classifier.ckpt
VoxLingua/voxlingua107-epaca-tdnn-ce/embedding_model.ckpt
VoxLingua/voxlingua107-epaca-tdnn-ce/hyperparams.yaml
VoxLingua/voxlingua107-epaca-tdnn-ce/label_encoder.txt
VoxLingua/voxlingua107-epaca-tdnn-ce/normalizer.ckpt
VoxLingua/voxlingua107-epaca-tdnn-ce/source.txt
VoxLingua/voxlingua107-epaca-tdnn/.gitattributes
VoxLingua/voxlingua107-epaca-tdnn/README.md
VoxLingua/voxlingua107-epaca-tdnn/classifier.ckpt
VoxLingua/voxlingua107-epaca-tdnn/config.json
VoxLingua/voxlingua107-epaca-tdnn/embedding_model.ckpt
VoxLingua/voxlingua107-epaca-tdnn/hyperparams.yaml
VoxLingua/voxlingua107-epaca-tdnn/label_encoder.txt
VoxLingua/voxlingua107-epaca-tdnn/normalizer.ckpt
VoxLingua/voxlingua107-epaca-tdnn/source.txt
VoxLingua/voxlingua107-xls-r-300m-wav2vec/.gitattributes
VoxLingua/voxlingua107-xls-r-300m-wav2vec/README.md
VoxLingua/voxlingua107-xls-r-300m-wav2vec/classifier.ckpt
VoxLingua/voxlingua107-xls-r-300m-wav2vec/config.json
VoxLingua/voxlingua107-xls-r-300m-wav2vec/encoder_wav2vec_classifier.py
VoxLingua/voxlingua107-xls-r-300m-wav2vec/inference_wav2vec.yaml
VoxLingua/voxlingua107-xls-r-300m-wav2vec/label_encoder.txt
VoxLingua/voxlingua107-xls-r-300m-wav2vec/model.ckpt
VoxLingua/voxlingua107-xls-r-300m-wav2vec/source.txt
VoxLingua/voxlingua107-xls-r-300m-wav2vec/wav2vec2.ckpt
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