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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.0 for changelog.

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  1. README.md +126 -126
  2. release_assets.json +1 -0
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: text-to-audio
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  MeloTTS is a high-quality multi-lingual text-to-speech library for English, Chinese and Spanish language.
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  This is based on the implementation of MeloTTS-ES found [here](https://github.com/myshell-ai/MeloTTS).
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/melotts_es) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -28,38 +28,38 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_x_elite.zip)
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- | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_x2_elite.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_x_elite.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_sa8295p.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.49.1/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_qcs8450_proxy.zip)
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  For more device-specific assets and performance metrics, visit **[MeloTTS-ES on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/melotts_es)**.
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  ### Option 2: Export with Custom Configurations
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- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/melotts_es) Python library to compile and export the model with your own:
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  - Custom weights (e.g., fine-tuned checkpoints)
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  - Custom input shapes
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  - Target device and runtime configurations
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  This option is ideal if you need to customize the model beyond the default configuration provided here.
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- See our repository for [MeloTTS-ES on GitHub](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/melotts_es) for usage instructions.
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  ## Model Details
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@@ -68,115 +68,115 @@ See our repository for [MeloTTS-ES on GitHub](https://github.com/qualcomm/ai-hub
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  **Model Stats:**
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  - Model checkpoint: myshell-ai/MeloTTS-Spanish
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  - Max decoded sequence length: 512 tokens
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- - Number of parameters (Encoder_ES): 8.36M
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- - Model size (Encoder_ES) (float): 32.0 MB
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- - Number of parameters (Flow_ES): 20.1M
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- - Model size (Flow_ES) (float): 76.9 MB
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- - Number of parameters (Decoder_ES): 14.5M
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- - Model size (Decoder_ES) (float): 55.5 MB
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- - Number of parameters (T5Encoder_ES): 15.1M
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- - Model size (T5Encoder_ES) (float): 57.5 MB
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- - Number of parameters (T5Decoder_ES): 5.72M
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- - Model size (T5Decoder_ES) (float): 21.8 MB
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 40.919 ms | 0 - 10 MB | NPU
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- | Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 37.848 ms | 20 - 20 MB | NPU
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- | Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 76.533 ms | 18 - 18 MB | NPU
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- | Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 56.91 ms | 0 - 7 MB | NPU
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- | Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 78.429 ms | 1 - 2 MB | NPU
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- | Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 77.051 ms | 0 - 3 MB | NPU
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- | Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 46.841 ms | 0 - 11 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 40.988 ms | 0 - 9 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 38.881 ms | 0 - 0 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 76.979 ms | 0 - 0 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 57.206 ms | 0 - 8 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 127.039 ms | 0 - 8 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 78.724 ms | 1 - 3 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 77.567 ms | 0 - 9 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 76.813 ms | 0 - 2 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 106.351 ms | 0 - 10 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 127.039 ms | 0 - 8 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 92.998 ms | 0 - 6 MB | NPU
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- | Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 47.528 ms | 0 - 13 MB | NPU
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- | Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 17.785 ms | 4 - 14 MB | NPU
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- | Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 19.457 ms | 14 - 14 MB | NPU
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- | Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 32.54 ms | 13 - 13 MB | NPU
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- | Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 24.735 ms | 4 - 11 MB | NPU
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- | Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 34.375 ms | 0 - 37 MB | NPU
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- | Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 39.943 ms | 4 - 6 MB | NPU
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- | Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 20.839 ms | 3 - 10 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 17.95 ms | 4 - 14 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 19.99 ms | 4 - 4 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 33.055 ms | 4 - 4 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 24.616 ms | 4 - 11 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 77.527 ms | 2 - 10 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 33.368 ms | 4 - 5 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 39.272 ms | 2 - 11 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 39.42 ms | 4 - 9 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 45.406 ms | 4 - 13 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 77.527 ms | 2 - 10 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 43.972 ms | 2 - 7 MB | NPU
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- | Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 20.574 ms | 2 - 10 MB | NPU
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- | Flow_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 94.79 ms | 6 - 16 MB | NPU
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- | Flow_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 84.899 ms | 31 - 31 MB | NPU
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- | Flow_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 147.526 ms | 30 - 30 MB | NPU
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- | Flow_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 119.196 ms | 7 - 13 MB | NPU
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- | Flow_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 156.577 ms | 0 - 37 MB | NPU
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- | Flow_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 149.551 ms | 3 - 10 MB | NPU
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- | Flow_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 102.8 ms | 3 - 10 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 90.678 ms | 4 - 13 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 83.447 ms | 4 - 4 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 146.967 ms | 4 - 4 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 120.438 ms | 4 - 12 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 278.441 ms | 1 - 10 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 156.125 ms | 5 - 6 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 150.483 ms | 1 - 10 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 149.424 ms | 4 - 10 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 175.895 ms | 4 - 13 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 278.441 ms | 1 - 10 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 188.519 ms | 1 - 6 MB | NPU
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- | Flow_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 102.583 ms | 1 - 14 MB | NPU
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- | T5Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.269 ms | 0 - 11 MB | NPU
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- | T5Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 0.219 ms | 10 - 10 MB | NPU
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- | T5Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 0.455 ms | 10 - 10 MB | NPU
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- | T5Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.327 ms | 0 - 7 MB | NPU
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- | T5Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.436 ms | 0 - 12 MB | NPU
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- | T5Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 0.596 ms | 1 - 4 MB | NPU
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- | T5Decoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.296 ms | 0 - 11 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.26 ms | 0 - 10 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 0.365 ms | 1 - 1 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 0.449 ms | 1 - 1 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.301 ms | 0 - 7 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 0.973 ms | 0 - 9 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.4 ms | 0 - 1 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 0.658 ms | 0 - 5 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 0.509 ms | 1 - 3 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 0.591 ms | 1 - 10 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 0.973 ms | 0 - 9 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 0.826 ms | 0 - 5 MB | NPU
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- | T5Decoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.273 ms | 0 - 9 MB | NPU
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- | T5Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.5 ms | 0 - 11 MB | NPU
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- | T5Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 0.527 ms | 29 - 29 MB | NPU
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- | T5Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 1.026 ms | 29 - 29 MB | NPU
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- | T5Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.62 ms | 0 - 6 MB | NPU
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- | T5Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.88 ms | 0 - 33 MB | NPU
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- | T5Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 1.106 ms | 0 - 3 MB | NPU
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- | T5Encoder_ES | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.504 ms | 0 - 7 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.485 ms | 0 - 9 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 0.663 ms | 0 - 0 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 1.009 ms | 0 - 0 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.597 ms | 0 - 7 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 2.71 ms | 0 - 8 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.824 ms | 0 - 1 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 4.885 ms | 0 - 8 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 1.077 ms | 0 - 2 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 1.353 ms | 0 - 9 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 2.71 ms | 0 - 8 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 1.69 ms | 0 - 5 MB | NPU
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- | T5Encoder_ES | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.513 ms | 0 - 13 MB | NPU
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  ## License
182
  * The license for the original implementation of MeloTTS-ES can be found
 
15
  MeloTTS is a high-quality multi-lingual text-to-speech library for English, Chinese and Spanish language.
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17
  This is based on the implementation of MeloTTS-ES found [here](https://github.com/myshell-ai/MeloTTS).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/melotts_es) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_8_elite_gen5.zip)
32
+ | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_x2_elite.zip)
33
+ | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_x_elite.zip)
34
+ | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_8gen3.zip)
35
+ | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_qcs8550_proxy.zip)
36
+ | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
37
+ | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-precompiled_qnn_onnx-mixed_with_float-qualcomm_qcs9075.zip)
38
+ | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_8_elite_gen5.zip)
39
+ | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_x2_elite.zip)
40
+ | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_x_elite.zip)
41
+ | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_8gen3.zip)
42
+ | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_qcs8550_proxy.zip)
43
+ | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_sa8775p.zip)
44
+ | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
45
+ | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_sa7255p.zip)
46
+ | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_sa8295p.zip)
47
+ | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_qcs9075.zip)
48
+ | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_es/releases/v0.50.0/melotts_es-qnn_context_binary-mixed_with_float-qualcomm_qcs8450_proxy.zip)
49
 
50
  For more device-specific assets and performance metrics, visit **[MeloTTS-ES on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/melotts_es)**.
51
 
52
 
53
  ### Option 2: Export with Custom Configurations
54
 
55
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/melotts_es) Python library to compile and export the model with your own:
56
  - Custom weights (e.g., fine-tuned checkpoints)
57
  - Custom input shapes
58
  - Target device and runtime configurations
59
 
60
  This option is ideal if you need to customize the model beyond the default configuration provided here.
61
 
62
+ See our repository for [MeloTTS-ES on GitHub](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/melotts_es) for usage instructions.
63
 
64
  ## Model Details
65
 
 
68
  **Model Stats:**
69
  - Model checkpoint: myshell-ai/MeloTTS-Spanish
70
  - Max decoded sequence length: 512 tokens
71
+ - Number of parameters (encoder): 8.36M
72
+ - Model size (encoder) (float): 32.0 MB
73
+ - Number of parameters (flow): 20.1M
74
+ - Model size (flow) (float): 76.9 MB
75
+ - Number of parameters (decoder): 14.5M
76
+ - Model size (decoder) (float): 55.5 MB
77
+ - Number of parameters (t5_encoder): 15.1M
78
+ - Model size (t5_encoder) (float): 57.5 MB
79
+ - Number of parameters (t5_decoder): 5.72M
80
+ - Model size (t5_decoder) (float): 21.8 MB
81
 
82
  ## Performance Summary
83
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
84
  |---|---|---|---|---|---|---
85
+ | decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 40.919 ms | 0 - 10 MB | NPU
86
+ | decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 37.848 ms | 20 - 20 MB | NPU
87
+ | decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 76.533 ms | 18 - 18 MB | NPU
88
+ | decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 56.91 ms | 0 - 7 MB | NPU
89
+ | decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 78.429 ms | 1 - 2 MB | NPU
90
+ | decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 77.051 ms | 0 - 3 MB | NPU
91
+ | decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 46.841 ms | 0 - 11 MB | NPU
92
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 40.988 ms | 0 - 9 MB | NPU
93
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 38.881 ms | 0 - 0 MB | NPU
94
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 76.979 ms | 0 - 0 MB | NPU
95
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 57.206 ms | 0 - 8 MB | NPU
96
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 127.039 ms | 0 - 8 MB | NPU
97
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 78.724 ms | 1 - 3 MB | NPU
98
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 77.567 ms | 0 - 9 MB | NPU
99
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 76.813 ms | 0 - 2 MB | NPU
100
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 106.351 ms | 0 - 10 MB | NPU
101
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 127.039 ms | 0 - 8 MB | NPU
102
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 92.998 ms | 0 - 6 MB | NPU
103
+ | decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 47.528 ms | 0 - 13 MB | NPU
104
+ | encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 17.785 ms | 4 - 14 MB | NPU
105
+ | encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 19.457 ms | 14 - 14 MB | NPU
106
+ | encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 32.54 ms | 13 - 13 MB | NPU
107
+ | encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 24.735 ms | 4 - 11 MB | NPU
108
+ | encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 34.375 ms | 0 - 37 MB | NPU
109
+ | encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 39.943 ms | 4 - 6 MB | NPU
110
+ | encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 20.839 ms | 3 - 10 MB | NPU
111
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 17.95 ms | 4 - 14 MB | NPU
112
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 19.99 ms | 4 - 4 MB | NPU
113
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 33.055 ms | 4 - 4 MB | NPU
114
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 24.616 ms | 4 - 11 MB | NPU
115
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 77.527 ms | 2 - 10 MB | NPU
116
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 33.368 ms | 4 - 5 MB | NPU
117
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 39.272 ms | 2 - 11 MB | NPU
118
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 39.42 ms | 4 - 9 MB | NPU
119
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 45.406 ms | 4 - 13 MB | NPU
120
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 77.527 ms | 2 - 10 MB | NPU
121
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 43.972 ms | 2 - 7 MB | NPU
122
+ | encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 20.574 ms | 2 - 10 MB | NPU
123
+ | flow | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 94.79 ms | 6 - 16 MB | NPU
124
+ | flow | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 84.899 ms | 31 - 31 MB | NPU
125
+ | flow | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 147.526 ms | 30 - 30 MB | NPU
126
+ | flow | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 119.196 ms | 7 - 13 MB | NPU
127
+ | flow | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 156.577 ms | 0 - 37 MB | NPU
128
+ | flow | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 149.551 ms | 3 - 10 MB | NPU
129
+ | flow | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 102.8 ms | 3 - 10 MB | NPU
130
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 90.678 ms | 4 - 13 MB | NPU
131
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 83.447 ms | 4 - 4 MB | NPU
132
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 146.967 ms | 4 - 4 MB | NPU
133
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 120.438 ms | 4 - 12 MB | NPU
134
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 278.441 ms | 1 - 10 MB | NPU
135
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 156.125 ms | 5 - 6 MB | NPU
136
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 150.483 ms | 1 - 10 MB | NPU
137
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 149.424 ms | 4 - 10 MB | NPU
138
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 175.895 ms | 4 - 13 MB | NPU
139
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 278.441 ms | 1 - 10 MB | NPU
140
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 188.519 ms | 1 - 6 MB | NPU
141
+ | flow | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 102.583 ms | 1 - 14 MB | NPU
142
+ | t5_decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.269 ms | 0 - 11 MB | NPU
143
+ | t5_decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 0.219 ms | 10 - 10 MB | NPU
144
+ | t5_decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 0.455 ms | 10 - 10 MB | NPU
145
+ | t5_decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.327 ms | 0 - 7 MB | NPU
146
+ | t5_decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.436 ms | 0 - 12 MB | NPU
147
+ | t5_decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 0.596 ms | 1 - 4 MB | NPU
148
+ | t5_decoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.296 ms | 0 - 11 MB | NPU
149
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.26 ms | 0 - 10 MB | NPU
150
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 0.365 ms | 1 - 1 MB | NPU
151
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 0.449 ms | 1 - 1 MB | NPU
152
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.301 ms | 0 - 7 MB | NPU
153
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 0.973 ms | 0 - 9 MB | NPU
154
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.4 ms | 0 - 1 MB | NPU
155
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 0.658 ms | 0 - 5 MB | NPU
156
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 0.509 ms | 1 - 3 MB | NPU
157
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 0.591 ms | 1 - 10 MB | NPU
158
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 0.973 ms | 0 - 9 MB | NPU
159
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 0.826 ms | 0 - 5 MB | NPU
160
+ | t5_decoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.273 ms | 0 - 9 MB | NPU
161
+ | t5_encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.5 ms | 0 - 11 MB | NPU
162
+ | t5_encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 0.527 ms | 29 - 29 MB | NPU
163
+ | t5_encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 1.026 ms | 29 - 29 MB | NPU
164
+ | t5_encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.62 ms | 0 - 6 MB | NPU
165
+ | t5_encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.88 ms | 0 - 33 MB | NPU
166
+ | t5_encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 1.106 ms | 0 - 3 MB | NPU
167
+ | t5_encoder | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.504 ms | 0 - 7 MB | NPU
168
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.485 ms | 0 - 9 MB | NPU
169
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 0.663 ms | 0 - 0 MB | NPU
170
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 1.009 ms | 0 - 0 MB | NPU
171
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.597 ms | 0 - 7 MB | NPU
172
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 2.71 ms | 0 - 8 MB | NPU
173
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.824 ms | 0 - 1 MB | NPU
174
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 4.885 ms | 0 - 8 MB | NPU
175
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 1.077 ms | 0 - 2 MB | NPU
176
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8450 (Proxy) | 1.353 ms | 0 - 9 MB | NPU
177
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 2.71 ms | 0 - 8 MB | NPU
178
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8295P | 1.69 ms | 0 - 5 MB | NPU
179
+ | t5_encoder | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.513 ms | 0 - 13 MB | NPU
180
 
181
  ## License
182
  * The license for the original implementation of MeloTTS-ES can be found
release_assets.json ADDED
@@ -0,0 +1 @@
 
 
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