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MeloTTS-EN

Text-to-Audio
PyTorch
real_time
android
Model card Files
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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. LICENSE +1 -0
  2. README.md +199 -0
LICENSE ADDED
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+ The license of the original trained model can be found at https://github.com/myshell-ai/MeloTTS/blob/main/LICENSE.
README.md ADDED
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+ ---
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+ library_name: pytorch
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+ license: other
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+ tags:
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+ - real_time
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+ - android
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+ pipeline_tag: text-to-audio
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+
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+ ---
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+
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+ ![](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_en/web-assets/model_demo.png)
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+
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+ # MeloTTS-EN: Optimized for Qualcomm Devices
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+
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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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+
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+ This is based on the implementation of MeloTTS-EN 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/quic/ai-hub-models/blob/main/qai_hub_models/models/melotts_en) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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+
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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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+
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+ ## Getting Started
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+ There are two ways to deploy this model on your device:
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+
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+ ### Option 1: Download Pre-Exported Models
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+
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+ Below are pre-exported model assets ready for deployment.
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+
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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® 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_en/releases/v0.47.0/melotts_en-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_en/releases/v0.47.0/melotts_en-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_en/releases/v0.47.0/melotts_en-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_en/releases/v0.47.0/melotts_en-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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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_en/releases/v0.47.0/melotts_en-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_en/releases/v0.47.0/melotts_en-precompiled_qnn_onnx-mixed_with_float-qualcomm_snapdragon_x2_elite.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_en/releases/v0.47.0/melotts_en-precompiled_qnn_onnx-mixed_with_float-qualcomm_qcs9075.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_en/releases/v0.47.0/melotts_en-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_en/releases/v0.47.0/melotts_en-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_8gen3.zip)
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+ | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/melotts_en/releases/v0.47.0/melotts_en-qnn_context_binary-mixed_with_float-qualcomm_qcs8275_proxy.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_en/releases/v0.47.0/melotts_en-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_en/releases/v0.47.0/melotts_en-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_en/releases/v0.47.0/melotts_en-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_8_elite_for_galaxy.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_en/releases/v0.47.0/melotts_en-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_en/releases/v0.47.0/melotts_en-qnn_context_binary-mixed_with_float-qualcomm_snapdragon_x2_elite.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_en/releases/v0.47.0/melotts_en-qnn_context_binary-mixed_with_float-qualcomm_sa7255p.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_en/releases/v0.47.0/melotts_en-qnn_context_binary-mixed_with_float-qualcomm_qcs9075.zip)
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+
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+ For more device-specific assets and performance metrics, visit **[MeloTTS-EN on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/melotts_en)**.
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+
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+
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+ ### Option 2: Export with Custom Configurations
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+
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+ Use the [Qualcomm® AI Hub Models](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/melotts_en) 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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+
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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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+
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+ See our repository for [MeloTTS-EN on GitHub](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/melotts_en) for usage instructions.
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+
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+ ## Model Details
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+
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+ **Model Type:** Model_use_case.audio_generation
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+
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+ **Model Stats:**
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+ - Model checkpoint: myshell-ai/MeloTTS-English
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+ - Max decoded sequence length: 512 tokens
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+ - Number of parameters (Encoder_EN): 8.30M
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+ - Model size (Encoder_EN) (float): 31.8 MB
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+ - Number of parameters (Flow_EN): 20.1M
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+ - Model size (Flow_EN) (float): 76.9 MB
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+ - Number of parameters (Decoder_EN): 14.5M
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+ - Model size (Decoder_EN) (float): 55.5 MB
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+ - Number of parameters (BertWrapper_EN): 94.5M
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+ - Model size (BertWrapper_EN) (float): 360 MB
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+ - Number of parameters (T5Encoder_EN): 15.1M
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+ - Model size (T5Encoder_EN) (float): 57.5 MB
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+ - Number of parameters (T5Decoder_EN): 5.72M
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+ - Model size (T5Decoder_EN) (float): 21.8 MB
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+
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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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+ | BertWrapper_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 9.289 ms | 182 - 182 MB | NPU
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+ | BertWrapper_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 7.12 ms | 1 - 13 MB | NPU
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+ | BertWrapper_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 8.826 ms | 0 - 193 MB | NPU
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+ | BertWrapper_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 9.159 ms | 1 - 4 MB | NPU
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+ | BertWrapper_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 5.65 ms | 1 - 9 MB | NPU
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+ | BertWrapper_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 4.764 ms | 1 - 11 MB | NPU
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+ | BertWrapper_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 5.001 ms | 182 - 182 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 9.376 ms | 0 - 0 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 7.212 ms | 0 - 7 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 19.752 ms | 0 - 7 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 8.934 ms | 0 - 1 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 9.674 ms | 0 - 9 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 9.389 ms | 0 - 2 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 19.752 ms | 0 - 7 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 5.681 ms | 0 - 13 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 4.8 ms | 0 - 10 MB | NPU
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+ | BertWrapper_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 5.437 ms | 0 - 0 MB | NPU
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+ | Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 76.548 ms | 18 - 18 MB | NPU
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+ | Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 56.623 ms | 0 - 7 MB | NPU
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+ | Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 78.789 ms | 0 - 21 MB | NPU
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+ | Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 76.378 ms | 0 - 3 MB | NPU
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+ | Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 47.136 ms | 1 - 12 MB | NPU
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+ | Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 40.927 ms | 0 - 10 MB | NPU
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+ | Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 38.65 ms | 20 - 20 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 76.912 ms | 0 - 0 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 57.204 ms | 0 - 7 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 127.255 ms | 0 - 8 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 78.325 ms | 6 - 8 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 77.601 ms | 0 - 9 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 77.083 ms | 0 - 2 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 127.255 ms | 0 - 8 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 47.511 ms | 0 - 13 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 40.918 ms | 0 - 10 MB | NPU
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+ | Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 38.27 ms | 0 - 0 MB | NPU
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+ | Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 33.025 ms | 13 - 13 MB | NPU
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+ | Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 24.538 ms | 4 - 11 MB | NPU
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+ | Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 34.791 ms | 0 - 17 MB | NPU
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+ | Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 39.331 ms | 4 - 6 MB | NPU
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+ | Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 21.025 ms | 3 - 14 MB | NPU
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+ | Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 17.649 ms | 4 - 14 MB | NPU
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+ | Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 19.545 ms | 14 - 14 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 32.963 ms | 4 - 4 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 24.82 ms | 4 - 11 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 77.683 ms | 2 - 10 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 33.495 ms | 4 - 5 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 39.323 ms | 2 - 11 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 39.55 ms | 4 - 9 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 77.683 ms | 2 - 10 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 20.276 ms | 2 - 15 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 17.698 ms | 4 - 13 MB | NPU
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+ | Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 19.776 ms | 4 - 4 MB | NPU
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+ | Flow_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 147.711 ms | 30 - 30 MB | NPU
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+ | Flow_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 118.758 ms | 6 - 13 MB | NPU
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+ | Flow_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 153.543 ms | 0 - 37 MB | NPU
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+ | Flow_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 149.547 ms | 4 - 10 MB | NPU
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+ | Flow_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 101.733 ms | 3 - 15 MB | NPU
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+ | Flow_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 90.911 ms | 6 - 16 MB | NPU
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+ | Flow_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 84.778 ms | 31 - 31 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 147.574 ms | 4 - 4 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 120.762 ms | 4 - 12 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 278.995 ms | 1 - 10 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 159.12 ms | 4 - 6 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 150.718 ms | 1 - 10 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 149.802 ms | 4 - 10 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 278.995 ms | 1 - 10 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon�� 8 Elite For Galaxy Mobile | 103.043 ms | 3 - 16 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 90.853 ms | 4 - 13 MB | NPU
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+ | Flow_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 84.891 ms | 4 - 4 MB | NPU
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+ | T5Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 0.482 ms | 10 - 10 MB | NPU
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+ | T5Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.329 ms | 0 - 7 MB | NPU
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+ | T5Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.435 ms | 0 - 12 MB | NPU
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+ | T5Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 0.563 ms | 1 - 4 MB | NPU
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+ | T5Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.284 ms | 0 - 12 MB | NPU
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+ | T5Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.27 ms | 0 - 10 MB | NPU
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+ | T5Decoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 0.228 ms | 10 - 10 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 0.451 ms | 1 - 1 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.317 ms | 0 - 7 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 0.984 ms | 0 - 9 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.402 ms | 0 - 2 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 0.666 ms | 0 - 5 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 0.515 ms | 1 - 3 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 0.984 ms | 0 - 9 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.27 ms | 0 - 13 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.271 ms | 0 - 10 MB | NPU
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+ | T5Decoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 0.362 ms | 1 - 1 MB | NPU
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+ | T5Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X Elite | 1.011 ms | 29 - 29 MB | NPU
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+ | T5Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.62 ms | 0 - 6 MB | NPU
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+ | T5Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.855 ms | 0 - 34 MB | NPU
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+ | T5Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Qualcomm® QCS9075 | 1.109 ms | 0 - 3 MB | NPU
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+ | T5Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.508 ms | 0 - 7 MB | NPU
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+ | T5Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.502 ms | 0 - 10 MB | NPU
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+ | T5Encoder_EN | PRECOMPILED_QNN_ONNX | mixed_with_float | Snapdragon® X2 Elite | 0.502 ms | 29 - 29 MB | NPU
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+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X Elite | 1.01 ms | 0 - 0 MB | NPU
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+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Gen 3 Mobile | 0.603 ms | 0 - 7 MB | NPU
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+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8275 (Proxy) | 2.763 ms | 0 - 8 MB | NPU
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+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS8550 (Proxy) | 0.821 ms | 0 - 1 MB | NPU
182
+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA8775P | 1.251 ms | 0 - 9 MB | NPU
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+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® QCS9075 | 1.079 ms | 0 - 2 MB | NPU
184
+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Qualcomm® SA7255P | 2.763 ms | 0 - 8 MB | NPU
185
+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite For Galaxy Mobile | 0.536 ms | 0 - 13 MB | NPU
186
+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® 8 Elite Gen 5 Mobile | 0.486 ms | 0 - 10 MB | NPU
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+ | T5Encoder_EN | QNN_CONTEXT_BINARY | mixed_with_float | Snapdragon® X2 Elite | 0.657 ms | 0 - 0 MB | NPU
188
+
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+ ## License
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+ * The license for the original implementation of MeloTTS-EN can be found
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+ [here](https://github.com/myshell-ai/MeloTTS/blob/main/LICENSE).
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+
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+ ## References
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+ * [MeloTTS High-quality Multi-lingual Multi-accent Text-to-Speech](https://github.com/myshell-ai/MeloTTS)
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+ * [Source Model Implementation](https://github.com/myshell-ai/MeloTTS)
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+
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+ ## Community
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+ * Join [our AI Hub Slack community](https://aihub.qualcomm.com/community/slack) to collaborate, post questions and learn more about on-device AI.
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+ * For questions or feedback please [reach out to us](mailto:ai-hub-support@qti.qualcomm.com).