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soniqo/Parakeet-TDT-0.6B-ONNX
Parakeet-TDT-0.6B-ONNX is a automatic speech recognition model from soniqo. Use it when you need speech turned into text. The card lists the license as cc-by-4.0.
Downloads · 30 days
11
12% of all-time downloads
All-time downloads
92
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Repo size
5 GB
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.data3.3 GB · 77%
From the Hugging Face model README
Speech recognition for speech-android.
| File | Size | Description |
|---|---|---|
| parakeet-encoder.onnx (+.data) | 2.4 GB | Encoder (FP32) |
| parakeet-encoder-int8.onnx | 652 MB | Encoder (INT8) |
| parakeet-decoder-joint.onnx | 36 MB | Decoder+Joint (FP32) |
| parakeet-decoder-joint-int8.onnx | 9 MB | Decoder+Joint (INT8) |
| vocab.json | — | SentencePiece vocabulary |
| I/O | Name | Shape | Type |
|---|---|---|---|
| in | audio_signal | [B, 128, T] | float32 |
| in | length | [B] | int64 |
| out | outputs | [B, 1024, T'] | float32 |
| out | encoded_lengths | [B] | int64 |
| I/O | Name | Shape | Type |
|---|---|---|---|
| in | encoder_outputs | [B, 1024, T'] | float32 |
| in | targets | [B, U] | int32 |
| in | target_length | [B] | int32 |
| in | input_states_1 | [2, B, 640] | float32 |
| in | input_states_2 | [2, B, 640] | float32 |
| out | outputs | [B, U, T', 1030] | float32 |
| out | output_states_1/2 | [2, B, 640] | float32 |