推测解码也可以与基础的 🤗 Transformers [pipeline](https://huggingface.co/docs/transformers/pipeline_tutorial) API 一起用于推理。下面,我们使用模型和处理器实例化管道,然后使用它来转录测试数据集中的第一个样本。这可以扩展为转录任意长度的音频样本,包括进行批处理: ```python from transformers import pi...
Diarization, include your Hugging Face access token (read) that you can generate from Here after the --hf_token argument and accept the user agreement for the following models: Segmentation , Voice Activity Detection (VAD) , and Speaker Diarization Usage 💬 (command line) English Run whisper ...
output_dir: is a local directory in which you can save the model weights. This will be the repository name on the Hugging Face Hub. generation_max_length: maximum number of tokens to autoregressive generate throughout assessment. save_steps: during training, intermediate checkpoints can be saved...
This project utilizes OpenAI’s Whisper model and runs entirely on your device using WebGPU. It also leverages Hugging Face’s Transformers.js and ONNX Runtime Web, allowing all computations to be performed locally on your device without the need for server-side processing. This means that once...
Whisper JAX - optimised JAX code, largely built on the hugs Hugging Face Transformers Whisper implementation, over 70x faster whisper.tflite OpenAI Whisper - CPU whisper_onnx whisper-export - openvino version of openai/whisper onnx-export Whisper OpenVINO Whisper models on Hugging Face Applications...
Speculative decoding can also be used with the easy 🤗 Transformers [pipeline](https://huggingface.co/docs/transformers/pipeline_tutorial) API for inference. Below, we instantiate the pipeline using the model and processor, and then use it to transcribe the first sample from the toy dataset....
In this tutorial, we consider how to run Distil-Whisper using OpenVINO. We will use the pre-trained model from theHugging Face Transformerslibrary. To simplify the user experience, theHugging Face Optimumlibrary is used to convert the model to OpenVINO™ IR format. To further improve OpenVINO...
Toenable Speaker Diarization, include your Hugging Face access token (read) that you can generate fromHereafter the--hf_tokenargument and accept the user agreement for the following models:SegmentationandSpeaker-Diarization-3.1(if you choose to use Speaker-Diarization 2.x, follow requirementshereinstea...
Toenable Speaker Diarization, include your Hugging Face access token (read) that you can generate fromHereafter the--hf_tokenargument and accept the user agreement for the following models:SegmentationandSpeaker-Diarization-3.1(if you choose to use Speaker-Diarization 2.x, follow requirementshereinstea...
To enable Speaker Diarization, include your Hugging Face access token (read) that you can generate from Here after the --hf_token argument and accept the user agreement for the following models: Segmentation and Speaker-Diarization-3.1 (if you choose to use Speaker-Diarization 2.x, follow requi...