Whisper large v2 ggml wav <snip output> real 8m19. The model is designed to generalize well to standard benchmarks and is often competitive with prior fully supervised results, approaching the accuracy and robustness of humans Nov 7, 2023 · 前往Hugging Face下载Whisper的模型文件，一共有 ggml-tiny. cpp のコンパイルgit clone https://githu… 查了下hugging face上 large-v3-turbo 的介绍“快速whisper模型，运行速度比large-v3快6倍以上，代价是轻微的精度损失。”然后我也看了论文里的结果对比，在两个数据集上，精度指标比large-v3低了0. cpp commit 05bef0f. Oct 8, 2024 · OpenAI rarely releases open-source models, but they make exceptions with Whisper, their advanced speech-to-text model that supports multiple languages. en 和 Whisper-large-v2 模型中蒸馏出 2 层解码器检查点，分别取名为 distil-medium. xet. cpp](https: ggml-large-v2. 4bit 57. mlmodelc. 指标对比. Feb 1, 2024 · 我这边，使用 v2,v3转到 faster-whisper 的模型，好像也没有 vad 成功。 Name: whisperx Version: 3. bin、ggml-base. com/openai/whisper/blob/main/whisper/__init Dec 17, 2022 · Whisperのlarge-v2がこっそりリリースされたようです。こちらの論文（と解説動画）によると英語以外での精度が圧倒的に上がっているそうです。 Nov 6, 2024 · Run Whisper Large v2 Q8_0 Model online on your browser, Mac, PC, and tablets with Turbo. bin; 2. co/openai/whisper-large-v2 https://huggingface. It did, however, work as expected with large-v2 and large-v3. Automatic Speech Recognition. my computer is a macbook 2012 with w10 (in english) I tried first with audacity 3. 5k次，点赞14次，收藏7次。【代码】open ai whisper MODELS 语言模型下载地址。_whisper模型下载 Dec 31, 2024 · 在最后一步，我们定义了与训练相关的所有参数。在这里，我们将训练步数设置为100。这足够多的步数，可以与预训练的Whisper模型相比看到很大的词错误率（WER）改进。 Similar to distilwhisper-large-v2, Belle-distilwhisper-large-v2-zh is 5. The feedback suggests that V2 may struggle with certain language nuances and variations, impacting overall transcription quality. cpp and whisper. set_compute_type("float16") ``` 此部分描述了更快 Stable: v1. en 和 distil-large-v2。 Nov 1, 2023 · Tomorrow, HuggingFace's team are set to release their distilled Whisper models, which claim to be "6 times faster, 49% smaller, and perform within 1% WER on out-of-distribution evaluation sets. 1. bin, which is obviously much better than v2, and has some better and some worse transcription than the medium model: President-ggml-large-v1-bin. py：转换模型为GGML格式模型，给Android应用或者Windows whisper-large-v2: Chinese: 0. GGML is the weight format expected by C/C++ packages such as Whisper. The original Whisper PyTorch models provided by OpenAI are converted to custom ggml format in order to be able to load them in C/C++. 大名鼎鼎的OpenAI及其旗下开源产品Whisper，大家肯定都很熟悉。这不11月7日在OpenAI DevDay之后发布了第三版，更好地支持中文，而且支持粤语。详细的介绍知友写的很全面了，请参考。 胡儿：OpenAI Whisper 新一代… May 28, 2024 · # User feedback on V2. bin ADDED Viewed @@ -0,0 +1,3 @@ 1 May 21, 2024 · The only exception is resource-constrained applications with very little memory, such as on-device or mobile applications, where the distil-small. Next, download the model by running "models\download-ggml-model. Model card Files Files and versions Community This repository contains Jan 13, 2024 · 本篇會示範怎麼使用 Google Colab + Whisper Large V3，來執行語音辨識。 更新：這幾天又發現了辨識速度更快，且更精準的 Faster Whisper，看完本篇後，請記得繼續閱讀〈免費開源的語音辨識功能：Google Colab + Faster Whisper〉。 Dec 18, 2024 · 版权声明：本文为博主原创文章，遵循 cc 4. like 6. like 4. Available models. md +4-1; ggml-large-q5_0. cpp，将OpenAI的Whisper模型转换为ggml格式，实现自动语音识别功能，支持多种模型大小和语言选项，为开发者提供高效便捷的语音识别解决方案。【此简介由AI生成】 Nov 7, 2023 · Whisper large-v3：多语言识别的强大进步. You switched accounts on another tab or window. cppを動かそうとすると以下エラーが表示される。 OpenAIのWhisperはm4aなど他のファイルにも対応していたが、Whisper. whisper. 99 languages. May 2, 2024 · hello! I open a second topic because this issue is on another computer and is different from the issue in my other topic. bin → ggml-large. License: mit. Other than the training procedure, the model architecture and size remained the same as the original large model, which is now renamed to large-v1. Ctrl+K. cpp、faster-whiperを比較してみたいと思います。 openai/whisperに、2022年12月にlarge-v2モデルが追加されたり、色々バージョンアップしていたりと公開からいろいろと進化しているようです。 Nov 7, 2023 · Download the "ggml-large. bin。 Whisper model files in custom ggml format. Reload to refresh your session. net lets you run thousands of apps online on all your devices. Everyone with nVidia GPUs should use faster-whisper. Follow. It the knowledge distilled version of OpenAI's Whisper large-v3, the latest and most performant Whisper model to date. /main --language auto -m models/for-tests-ggml-base. cpp 项目采用 c++ 语言以及 ggml 张量计算库对 whisper 模型进行了重新实现，whisperDesktop 则对whsiper. Whisper 是一种通用语音识别模型。它基于大量多样化音频数据集进行训练，可以执行多语言语音识别和语音翻译等多任务。 Mar 1, 2023 · large-v2 指令: bash . pt格式，我们使用WhisperDesktop是基于官方工具封装的，要使用这里给出的模型，是Whisper的ggml版本，也就是Whisper. 26547: N/A: Jan 13, 2024 · 本篇會示範怎麼使用 Google Colab + Whisper Large V3，來執行語音辨識。 更新：這幾天又發現了辨識速度更快，且更精準的 Faster Whisper，看完本篇後，請記得繼續閱讀〈免費開源的語音辨識功能：Google Colab + Faster Whisper〉。 Dec 11, 2022 · Whisper popularity wave continues. The original code repository can be found here . 该模型由OpenAI团队提出，基于编码器解码器架构，使用680000小时的多语言音频文本进行训练。所得到的模型标准基准数据集上表现良好，和其他的有监督模型结果相当，但在无需任何微调的情况下直接使用。与 Trained on >5M hours of labeled data, Whisper demonstrates a strong ability to generalise to many datasets and domains in a zero-shot setting. Jun 16, 2024 · . 0 and the transcription failed. 783s user Sep 16, 2024 · OpenAI の API の Whisper (large-v2?) を使ってもいいけど、$0. com/openai/whisper Whisper is a pre-trained model for automatic speech recognition (ASR) and speech translation. audio. Apr 27, 2024 · 文章浏览阅读3. Trained on 680k hours of labelled data, Whisper models demonstrate a strong ability to generalise to many datasets and domains without the need for fine-tuning. wav -l ja -fa whisper_init_from_file_with_params_no_state: loading model from 'ggml-large-v2. Nov 6, 2024 · Run Whisper Large v2 Q8_0 Model online on your browser, Mac, PC, and tablets with Turbo. bin】是英文模型，【xxx. 08817: 0. bin ADDED Viewed @@ -0,0 +1,3 @@ 1 ggml-model-whisper-base. cpp。从大到小依次为tiny、base、small、medium、large，一般使用medium模型就够了，越大的模型除了效果越好，本文使用的模型是。 Dec 11, 2024 · OpenAI在开源了号称其英文语音辨识能力已达到人类水准的Whisper项目，且它亦支持其它98种语言的自动语音辨识。Whisper所提供的自动语音识与翻译任务，它们能将各种语言的语音变成文本，也能将这些文本翻译成英文。 HuggingFace镜像项目whisper. xet Add Whisper Large v3 over 1 year ago; ggml ATYUN(AiTechYun),Whisper Whisper是一个用于自动语音识别（ASR）和语音翻译的预训练模型。它使用了经过标注的680,000小时的数据进行训练，Whisper模型展示了在许多数据集和领域中具有很强的泛化,模型介绍，模型下载 ggml is a tensor library for machine learning to enable large models and high performance on commodity hardware. Nov 7, 2023 · Add Whisper Large v3 Browse files Files changed (6) hide show. You signed out in another tab or window. zip. It’s basically a distilled version of large-v3: We’re releasing a new Whisper model named large-v3-turbo, or turbo for short. bin is about 1. cpp 的成果进行了进一步利用，采用 Direct3D 11 着色渲染器作为后端计算器，在兼容更多设备的同时，做到了高速、准确的语音识别，同时还支持了实时录音实时 Dec 6, 2024 · 四、whisper-large-v3. Nov 22, 2023 · Whisper-large-v3 是 OpenAI 推出的高性能多语言语音识别模型，基于 Transformer 架构，支持超过 99 种语言 的语音到文本转换和翻译，具备出色的准确率和鲁棒性。 ## Whisper model files in custom `ggml` format The [original Whisper PyTorch models provided by OpenAI](https://github. . bin、ggml-small. 그러면 탐색기에서 아래와 같은 폴더를 Update: following the release of the paper, the Whisper authors announced a large-v2 model trained for 2. ae46427 verified about 1 year ago. 在Transcribe Audio File页面： Language：Chinese(视频或语音说话使用的语种) Whisper-Finetune项目致力于优化OpenAI的Whisper语音识别模型。该项目采用Lora技术进行微调，支持多种数据类型的训练，并通过CTranslate2和GGML实现加速推理。此外，项目提供了跨平台应用和服务器部署方案，为语音识别应用开发提供了全面支持。 Mar 16, 2023 · 您可能也會有興趣的類似文章. This model does not have enough activity to be deployed to Inference API (serverless) yet. Distil-Whisper 是在论文 Robust Knowledge Distillation via Large-Scale Pseudo Labelling 中提出的。. 1GB. bin" Model from here (they renamed the current Large to Large-V2 and Large is now the V3. 1. /models/download-ggml-model. 490s sys 0m1. It is a distilled version of the Whisper model that is 6 times faster, 49% smaller, and performs within 1% WER on out-of-distribution evaluation sets. 806s $ time whisper --model large-v2 --output_format=srt samples/gb0. bin RENAMED Viewed File without changes Whisper was proposed in the paper Robust Speech Recognition via Large-Scale Weak Supervision by Alec Radford et al from OpenAI. bin模型参数文件下载 【下载地址】whisper. Whisper Large Chinese (Mandarin) This model is a fine-tuned version of openai/whisper-large-v2 on Chinese (Mandarin) using the train and validation splits of Common Voice 11 . 0 English, Chinese, German and 96 more audio automatic-speech-recognition hf-asr-leaderboard Fine tune whisper-large-v3 to enhance Chinese speech recognition capabilities, Belle-whisper-large-v3-zh demonstrates a 24-65% relative improvement in performance on Chinese ASR benchmarks, including AISHELL1, AISHELL2, WENETSPEECH, and HKUST. ggml-large-v2. 09 GB. en 和 distil-large-v2。 Introduction. bin q8_0" in the command line (or ". Then i installed audacity 3. cpp to support it Sep 30, 2024 · 文章浏览阅读2. cppで試してみました． 元となったlarge-v3より確かに高速になっていますが，OpenAIのlarge-v3-turboとそこまで変わらない速度なので他国言語対応のこちらのほうが良いかもしれないと思いました．環境により変わるのかもしれません． Mar 21, 2024 · Distil-Whisper: distil-large-v3 for Whisper cpp This repository contains the model weights for distil-large-v3 converted to GGML format. Whisper large-v3 的架构与之前的 large 和 large-v2 模型相同，除了以下细微的差异： 频谱图输入使用 128 个 Mel 频率区间，而不是 80 个; 粤语的新语言令牌; whisper-large-v3 模型在 100 万小时的弱标记音频和 400 万小时的伪标记音频上进行了训练 使用 Mar 16, 2023 · 您可能也會有興趣的類似文章. bin -l ja input. 3. 006 / minute（1 時間約 50 円）なのでちょっと高い。 特に長い音声ファイルをプロンプトを修正しながら文字起こししたいので、API はちょっと厳しい。 Overview. 엔진 수동 추가소리로 자막 생성을 실행한 뒤에 변환 엔진을 클릭해서 엔진 폴더를 엽니다. 更新（20241008）：large-v3-turbo来了，和之前whisper类似的模型架构，更少的decoder层（32层减少到4层），更多的训练轮数（额外两个epoch），在识别性能几乎不怎么降低的情况下（比large-v3略有小幅下降），实现了更快的识别速度（large-v2的近8倍，接近tiny的速度）。 whisper-large-v3-turbo：质量几乎没有下降的情况下，速度比 large-v3 快 8 倍 一、教程简介. 2. ]: President-ggml-large-bin. 8 times faster and has 51% fewer parameters compared to whisper-large-v2. 0 English, Chinese, German and 96 more audio automatic-speech-recognition hf-asr-leaderboard Belle-whisper-large-v2-zh Fine tune whisper-large-v2 to enhance Chinese speech recognition capabilities, Belle-whisper-large-v2-zh demonstrates a 30-70% relative improvement in performance on Chinese ASR benchmarks, including AISHELL1, AISHELL2, WENETSPEECH, and HKUST. txt. I am using OpenAI Whisper API from past few months for my application hosted through Django. And here's ggml-large-v1. This model has been trained for 2. It is used by llama. 2（中文、日语）。 ggml-whisper-models. Getting started # Execute Whisper with the model layer. 7B参数量就可以实现`10B`模型的基础效果，正是其如此的轻量级，使其可以在普通显卡、 CPU、甚至手机上进行推理，而且 INT4 量化后的最低只需 Dec 14, 2023 · 文章浏览阅读9k次，点赞23次，收藏30次。看了好几个文章没找到下载地址，翻了下python该模块的源码找到了~~其实要是自动下载好使的话就不需要手动下载了~看自己情况而定吧，本人自动下载没好使~~然后就正常执行指令就行，可惜本人的小测试服务器能力有限，跑不起来，内存不够~哎~还是夭折了 . 0 GB: 复制下载链接: ggml-model-whisper-medium-q5_0. txt Mar 28, 2024 · 这里建议只下载faster-whisper-large-v2模型，也就是大模型的第二版，因为faster-whisper本来就比whisper快，所以使用large模型优势就会更加的明显。 faster - whisper 项目内部已经整合了VAD算法，VAD是一种音频活动检测的算法，它可以准确的把音频中的每一句话分离开来 May 5, 2024 · 官方的模型是. Turbo. cpp，这是一个基于 OpenAI Whisper 模型的 C++ 实现，专为高效语音识别而设计。文章从克隆仓库、安装依赖、编译项目到下载模型文件，逐步指导用户完成配置。此外，还提供了如何使用 whisper. Running . wav /tmp/out real 0m40. en-q5_1. cpp, for which we provide an example below. Despite having 51% fewer parameters, Belle-distilwhisper-large-v2-zh achieves a relative improvement of -3% to 35% over whisper-large-v2. Model Disk SHA; large-v2-q8_0: 1. 0 をWhisper. 1, and same fail happens. In contrast, users have reported limitations in the Whisper Large V2 model, especially when handling complex audio data and challenging accents. bin】支持各国语言。 Oct 10, 2024 · whisper. like 2. 1 and the fix for openvino whisper to work with 3. But instead of sending whole audio, i send audio chunk splited at every 2 minutes. 左图是Large-V1，右图是Large-V2的结果。 从图上看，large-v2结果有较大提升,但评估的语种变少了，不知道是否是训练的时候减少了语种。 Nov 7, 2024 · Implementation model Time 結果; openai/whisper: large-v3: 4min 12s: 朝野智美です。今日の東京株式市場で日経平均株価は小幅促進となっています。 Oct 27, 2023 · In download-ggml-model. en. Execute "quantize models/ggml-large-v3. sh is see three "large" models referenced, large-v1, large, and large-q5_0. bin、ggml-medium. Followed the procedure for generating CoreML models, with the base model. Model card Files Files and versions Community ggml-large-v2-japanese. Nov 23, 2024 · Whisper是一种优秀的语音识别工具，支持多种语言，包括中文。安装简单，只需pip install -U openai-whisper，并下载相应模型。支持实时录制音频并转录，推荐使用large-v2模型。 Oct 8, 2024 · OpenAI rarely releases open-source models, but they make exceptions with Whisper, their advanced speech-to-text model that supports multiple languages. cpp has no CUDA, only use on M2 macs and old CPU machines. cppは16kHzのWAVファイルにのみ対応しているとのこと。 convert-ggml. cpp. 7 contributors; History: 31 commits. README. bin: 1. We are working Jun 16, 2023 · ggml-large. ggml-large-v2-q8_0. bin' whisper_model_load: loading model whisper_model_load: n_vocab = 51865 whisper_model_load: n_audio_ctx = 1500 whisper_model_load: n_audio_state = 1280 whisper_model_load: n_audio_head = 20 whisper_model_load: n_audio_layer = 32 whisper_model_load: n_text_ctx = 448 whisper_model_load: n_text_state = 1280 whisper The Whisper-Large-V2-Japanese-5k-Steps model is a powerful tool for speech recognition tasks, specifically designed for the Japanese language. bin; HuggingFace has a model card here. bin、ggml-large. cache\\whisper\\small. 能離線使用的語音識別工具：Buzz，使用OpenAI Whisper神經網路，正確率高 (0則留言, 2022/12/04); SE003｜Subtitle Edit整合Whisper的使用步驟－快速AI語音轉文字 (0則留言, 2023/10/01) whisper. bin ADDED Viewed @@ -0,0 +1,3 @@ 1 Feb 10, 2025 · 本文详细介绍了如何在 macOS 上安装和使用 whisper. \main. 5 times more epochs, with SpecAugment, stochastic depth, and BPE dropout for regularization. 617s user 2m43. 3k次，点赞4次，收藏10次。这应该是最快的使用方式了。安装，接着安装ffmpeg，随后就可以使用了。_whisper asr Apr 26, 2023 · -# OpenAI's Whisper models converted to ggml format for use with [whisper. DESKTOP-DHKFNAB. exe -m ggml-large-v2. It supports the large models but in all my testing small. Whisper v3 Large: English Excellence – Whisper v3 Large is a good default option if the audio is always in English and memory or the inference performance is not an issue. 2 MB: 复制下载链接: ggml-model-whisper-small-q5_1. Apr 13, 2023 · I converted the whisper large v2 model to ggml 👾 thanks to everyone for this cool project 🔥 https://huggingface. cpp でOpenAI Whisperのファインチューニングモデルを実行する方法のメモです。# whisper. sh large-v3" for Linux users Then, you'll need to quantize the model. bin is about 3. 0 MB: 复制下载链接: ggml-model-whisper-large-q5_0. The latest Whisper model, large-v3-turbo, is Whisper large-v3-turbo通过模型蒸馏技术对原版Whisper进行优化，将解码层从32减少到4层，在仅造成轻微性能损失的情况下显著提升了处理速度。该模型继承了Whisper优秀的多语言处理能力，支持超过100种语言的语音识别和翻译任务，能够适应不同场景的音频输入。基于高效的架构设计，此模型在降低计算 Mar 21, 2023 · Here's ggml-large. Mar 22, 2023 · Add Whisper Large v3 over 1 year ago; Add Q8_0 models 7 months ago; ggml-large-v2. bin -f - (with valid WAV file on stdin) ends in the messages: 研究者通过从教师模型中复制整个编码器来初始化学生模型，并在训练过程中冻结它。他们通过复制第一个和最后一个解码器层，从 OpenAI 的 Whisper-medium. xet Add Whisper Large v3 over 1 year ago; ggml-large-v3-encoder Dec 8, 2022 · We are pleased to announce the large-v2 model. Model card Files Files and versions Community No model card. Whisper is a pre-trained model for automatic speech recognition (ASR) and speech translation. Mar 23, 2023 · whisper. bin; ggml-medium. AI-ModelScope / whisper-large-v3 38 PyTorch Transformers Safetensors whisper License: apache-2. cpp 模型及使用 Distil-Whisper: distil-large-v2 Distil-Whisper was proposed in the paper Robust Knowledge Distillation via Large-Scale Pseudo Labelling. cpp的ggml-large-v3. Whisper large-v3是OpenAI继续在语音识别领域深耕的最新成果。这个模型不仅提高了识别的准确性，还大幅扩展了对不同语言的支持范围。无论是在嘈杂的环境中还是面对各种口音，Whisper large-v3都能提供出色的识别效果。 AI-ModelScope / whisper-large-v3 38 PyTorch Transformers Safetensors whisper License: apache-2. bin 5个模型，文件大小依次变大，识别率也依次变大。此外，【xxx. It s performance is satisfcatory. If you use Whisperdesktop, you need to change the model path but whisperdesktop seems to always load the first model you loaded and not allow me to select a different one. This large-v2 model surpasses the performance of the large model, with no architecture changes. co/4bit/whisper-large-v2-ggml/tree/main !git clone https://github. Downloads last month-Downloads are not tracked for this Port of OpenAI's Whisper model in C/C++. wav --output-txt -l auto を指定しないと日本語の文字起こししてくれないので指定する。 もしくは-l jaでもOK Oct 8, 2024 · Whisper 在超过 500 万小时的标注数据上进行了训练，证明了其在零点场景下对许多数据集和域进行泛化的强大能力。Whisper large-v3-turbo 是经过修剪的 Whisper large-v3 的微调版本。换句话说，它是完全相同的模型，只是解码层数从 32 层减少到 4 层。 Mar 24, 2025 · 折腾几天，最终找到办法，手动下载需要的模型文件，放到Subtitle Edit\Whisper\Models文件夹里面（我用的便携版，安装版路径应该是在C盘的AppData文件夹里，具体自查），再改名成对应的名字，比如下载来的是ggml-medium. Here is the command I used: Mar 4, 2025 · 팟플레이어는 whisper 엔진이나 모델을 자동으로 다운로드하지만, 여러 가지 문제로 인해서 다운로드하지 못할 때 사용자가 수동으로 받아서 사용할 수 있습니다. bin: 57. Low-level cross-platform implementation; Integer quantization support; Broad hardware support; No third-party dependencies; Zero memory allocations during runtime; The ggml way 模力方舟（Gitee AI）汇聚最新最热 AI 模型，提供模型体验、推理、训练、部署和应用的一站式服务，提供充沛算力，做中国最好的 AI 社区。 Dec 12, 2024 · Whisper-large-v3 是 OpenAI 推出的高性能多语言语音识别模型，基于 Transformer 架构，支持超过 99 种语言 的语音到文本转换和翻译，具备出色的准确率和鲁棒性。 汇聚各领域最先进的机器学习模型，提供模型探索体验、推理、训练、部署和应用的一站式服务。 Nov 9, 2024 · 今回日本語に特化したWhisperモデルの kotoba-whisper-v2. Plain C/C++ implementation without dependencies; Apple Silicon first-class citizen - optimized via ARM NEON, Accelerate framework, Metal and Core ML OpenAI's Whisper models converted to ggml format for use with whisper. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead. gitattributes. en has been the winner to keep in mind bigger is NOT better for these necessary Jan 23, 2024 · whisper-finetune-ggml. 3 配置模型路径. 0. bin' whisper_init_with_params_no_state: use gpu = 1 whisper_init_with_params_no_state: flash attn = 1 whisper_init_with_params_no_state: gpu_device = 0 whisper_init_with_params_no_state: dtw = 0 Feb 21, 2024 · whisper_init_from_file_with_params_no_state: loading model from 'ggml-large-v2. cpp ， 是 Whisper 的 C++ 实现，且进行了GUI封装，具备窗口界面（其实就是 WhisperDesktop 项目）。 模型选择使用也放在下面板块进行说明。 Whisper. Nov 30, 2023 · Openai whisper模型下载链接，包括medium（中型），large-v1、large-v2、large-v3 模型 whisper 大模型 openai large-v2 large-v1 大模型v2 大 Oct 20, 2023 · It's quite a lot faster than the default whisper model; here's a comparison using the large-v2 model; for whisper-cpp I'm running it with q5_0 quantization: $ time whisper-cpp samples/gb0. bin -f sample. 5 GiB Dec 5, 2022 · whisper-large-v2. bin, which I now understand to actually be v2, and it still just says [The President of the United States gives a speech. Whisper large-v3 has the same architecture as the previous large and large-v2 models, except for the following minor differences: The spectrogram input uses 128 Mel frequency bins instead of 80 Whisper-Large-v3 是一个大型语言模型，适用于处理各种自然语言处理和文本生成任务。 Jun 14, 2023 · UserWarning: C:\\Users\\Administrator. Here we tested couple of different project to demonstrate the effect those algorithmic modifications have on the accuracy. 5. Whisper-large-2 is a speech recognition model developed by OpenAI that uses large-scale weak supervision to predict transcripts of audio on the internet. bin，点击OK,等待其将模型加载到内存。 3、语音转字幕. 0 by-sa 版权协议，转载请附上原文出处链接和本声明。 Apr 26, 2023 · 現状のwhisper、whisper. bin模型参数文件的第四部分，助您实现高效的语言处理功能。该文件经过 Nov 6, 2024 · Run Whisper Large v2 Q5_0 Model online on your browser, Mac, PC, and tablets with Turbo. 1 Whisper large-v3-turbo通过模型蒸馏技术对原版Whisper进行优化，将解码层从32减少到4层，在仅造成轻微性能损失的情况下显著提升了处理速度。该模型继承了Whisper优秀的多语言处理能力，支持超过100种语言的语音识别和翻译任务，能够适应不同场景的音频输入。基于高效的架构设计，此模型在降低计算 Nov 24, 2023 · Whisper v2: Robust for Unknown Languages – Whisper v2 shows improved dependability if the language is unknown or if Whisper v3’s language identification is not reliable. whisper-large-v2-ggml. 12332: 0. 08GB, ggml-large-v3. Dec 5, 2024 · Jupyter Notebook 启动后，我们导入所有库，然后获取模型，我们选择 Whisper 大型版本 3 Turbo，然后下载模型并将其放入我们的 CUDA 设备（即 GPU），接着我会初始化这个自动语音识别的管道，提供模型、分词器，并指定我们的 CUDA 设备。 [2023/12/29] 开源Belle-whisper-larger-v2-zh和Belle-distilwhisper-large-v2-zh两个针对中文能力强化后的语音识别模型，方便大家在语音场景下使用大语言模型 Whisper. Disclaimer : Content for this model card has partly been written by the Hugging Face team, and parts of it were copied and pasted from the original model card. net. sanchit-gandhi Add missing merge to tokenizer . 3 MB: 复制下载链接: ggml-model 微调Whisper语音识别模型，支持无时间戳数据训练，有时间戳数据训练、无语音数据训练。加速推理，支持Web部署、Windows桌面部署和Android部署 Dec 14, 2024 · 在语音识别领域，Whisper系列模型因其卓越的性能和多语言支持而备受青睐。今天，我们将详细解析三种不同的Whisper模型Whisper-large-v3、Belle-whisper-large-v3-zh以及Whisper-large-v3-turbo，帮助你根据具体需求选择最合适的版本。 Nov 6, 2023 · 研究者通过从教师模型中复制整个编码器来初始化学生模型，并在训练过程中冻结它。他们通过复制第一个和最后一个解码器层，从 OpenAI 的 Whisper-medium. There’s a Github discussion here talking about the model. 2 MB: 复制下载链接: ggml-model-whisper-medium. bin models/ggml-large-v3-q8_0. Dec 30, 2024 · Whisper模型根据参数量来区分，有多个不同的版本，分别是tiny，base，small medium，large， large-v2， large-v3。为了提高推理的速度，faster-whisper通过使用 CTranslate2 工具进行优化，大幅度改善了推理的速度。 Robust Speech Recognition via Large-Scale Weak Supervision - openai/whisper Apr 30, 2024 · whisper-cpp -m ggml-large-v2-q5_0. Some projects modify Whisper models and algorithms to improve speed and it raises questions about their accuracy. Thus, it is recommended that the large-v2 model is used in-place of the original large model. 它是 Whisper 模型的蒸馏版本，速度提高了 6 倍，体积缩小了 49%，并且在分布外评估集上的表现 在 1% WER 以内。 介绍. bin; ggml-large-v3-turbo-q5_0. 5 / Roadmap High-performance inference of OpenAI's Whisper automatic speech recognition (ASR) model:. Massive performance improvements for the Metal backend, especially for beams > 1. bin. Instead of English, it gave the subtitles in Japanese, with each subtitle taking a block of 30 seconds in time. Not all validation split data were used during training, I extracted 1k samples from the validation split to be used for evaluation during fine-tuning. What's the difference? Nov 6, 2024 · Model path: C:\Models\Whisper-large-v2\ggml-large-v2-q8_0. Dec 22, 2022 · You signed in with another tab or window. " Yo Jul 23, 2024 · ggml-large-v3-q5_0. sh large-v2 如果指令認不得 large-v2 的話，你需要 git pull 更新你的 code model 下載後，cli 輸入 make 來編譯 Nov 8, 2022 · その後、以下コマンドを実行し、Whisper. Oct 13, 2024 · I just tried the new large-v3-turbo model on translating Japanese anime video into English. bin模型参数文件下载 探索自然语言处理的强大工具！本项目提供whisper. Nov 30, 2023 · However, upon testing both the large-v2 and large-v3 models on a set of 20 audio files, I observed that the large-v2 model generally produces better output compared to the large-v3 model, except in two instances where the large-v3 model performed better. Many projects appear for whisper-based web services, whisper on mobile and so on. Nov 6, 2024 · Run Whisper Large v2 Model online on your browser, Mac, PC, and tablets with Turbo. 在Load Whisper Model 页，Model Path选择好模型的路径D:\WhisperDestop\ggml-whisper. bin +2-2; ggml-large-v2. 7. Contribute to ggml-org/whisper. The difference between large-v1 and large-v2: openai/whisper Distil-Whisper: distil-large-v2. cpp development by creating an account on GitHub. This is the third and final installment of the Distil-Whisper English series. Output file is present in models/for-tests-ggml-base. bin: 514. Feb 18, 2023 · 今回のnoteではWhisperの中でも一番精度の高い、large-v2モデルを30倍早く処理させる方法を紹介させていただきます。 プログラミングができればアルゴリズムの進化とともに自分の生産性も爆発的に進化させることができる。 Dec 18, 2024 · ChatYuan-large-v2 是一个开源的支持中英双语的功能型对话语言大模型，与其他 LLM 不同的是模型十分轻量化，并且在轻量化的同时效果相对还不错，仅仅通过0. bin，改名成medium. bin: 181. 下面介绍 Whisper 的 ggml 版本也就是 Whisper. The latest Whisper model, large-v3-turbo, is Jun 23, 2024 · 本文提供了一个使用 Hugging Face 🤗 Transformers 在任意多语种语音识别 (ASR) 数据集上微调 Whisper 的分步指南。 同时，我们还深入解释了 Whisper 模型、Common Voice 数据集以及微调等理论知识，并提供了数据准备和微调的相关代码。 Mar 21, 2024 · Distil-Whisper: distil-large-v3 Distil-Whisper was proposed in the paper Robust Knowledge Distillation via Large-Scale Pseudo Labelling. en is a great choice, since it is only 166M parameters and performs within 4% WER of Whisper large-v3. en-q5_0. cmd large-v3" if you're on Windows, or ". Setting as "pre-release" since there have been major changes to the build system (now using CMake) and I wan't to gather some feedback about how well the project builds now on various platforms. Feb 18, 2025 · Whisper-large-v2 模型安装与使用指南 Feb 25, 2025 · 執行Whisper｜轉譯影音為字幕檔 ＃因為我有安裝顯卡，因此就嘗試了「ggml-large-v2」的版本 ＃需要翻譯的語言可以指定以提升准度，同時要指定要被是別的原始檔案，同時指定輸出時的格式，可以是單純的txt格式，也可以是字幕需要的srt格式。最後再指定輸出的 OpenAI 的 Whisper自动语音识别 (ASR) 模型的高性能推理： 没有依赖项的普通 C/C++ 实现 Apple silicon 一等公民 - 通过 Arm Neon Dec 12, 2024 · 下面是一个简单的例子展示如何加载 Faster Whisper Large-v3 模型并设置其计算类型为 FP16: ```python from faster_whisper import WhisperModel # 初始化模型 (large-v3 版本) model = WhisperModel("large-v3") # 将计算类型设为 float16 以提高效率 model. /quantize " for Linux) That's it! Dec 2, 2024 · OpenAI推出whisper-large-v3-turbo模型，经500万小时标记数据训练，泛化能力强，解码层数减少至4，速度更快。同时介绍whisper-web开源项目，可在浏览器进行ML语音识别，支持多语言，含中文。 Nov 6, 2023 · OpenAI released their large-v3 whisper model: openai/whisper#1762 It would be great for whisper. cpp 进行语音识别的具体命令，包括输出 SRT、VTT 和 TXT 格式的 Dec 22, 2022 · You signed in with another tab or window. 1~0. Note: Distil-Whisper is currently only available for English speech recognition. Safe. Name: faster-whisper Version: 1. It’s a fine-tuned version of the Whisper-Large-V2 model, trained on the Japanese CommonVoice dataset (v11). It is an optimized version of Whisper large-v3 and has only 4 OpenAI 的 Whisper自动语音识别 (ASR) 模型的高性能推理： 没有依赖项的普通 C/C++ 实现 Apple silicon 一等公民 - 通过 Arm Neon Add Whisper Large v3 over 1 year ago; ggml-base-encoder. pt exists, but the SHA256 checksum does not match; re-downloading the file Page： 我用whisperx large-v2跑番號GVH-718 ，翻譯品質大概有3成 當作時間軸標注還滿準，但翻譯部分還是要重新自己看過一次 翻的正確的只有這種台詞，回復放字幕檔 Oct 2, 2024 · ggml-large-v3-turbo. Large-v2 transcripts are better by around 20 - 30%. Model card Files Files and versions. 5x more epochs with regularization. 能離線使用的語音識別工具：Buzz，使用OpenAI Whisper神經網路，正確率高 (0則留言, 2022/12/04); SE003｜Subtitle Edit整合Whisper的使用步驟－快速AI語音轉文字 (0則留言, 2023/10/01) Oct 29, 2024 · whisper. like 989. pickle. Especially for quantized models. xlklxmoj ijo qoaipz hcwwzh iqpfid bdhhsxwb weftqmb htdpdow okcktn rzzcgv