基于wenet语音识别框架微调FireRedASR-AED与LLM模型.zip
在当今的信息时代，语音识别技术已经成为了人机交互领域的重要组成部分。随着技术的不断进步，语音识别的准确性和效率得到了显著提升。wenet语音识别框架作为一个强大的开源工具，它的出现极大地推动了语音识别技术的发展。wenet支持多种语音识别模型，并且易于扩展和定制，能够适应不同的应用场景。
微调（Fine-tuning）是机器学习中的一个常用技术，它指的是在模型预训练的基础上，使用特定任务的数据集对模型进行进一步的优化。这种技术特别适用于在有限的标注数据上训练高性能的模型。微调的关键在于它能够在保持模型预训练时获得的泛化能力的同时，通过特定任务的数据进一步提高模型在特定领域的表现。
FireRedASR-AED是一个专门针对自动语音识别（Automatic Speech Recognition, ASR）的算法模型。它采用端到端（End-to-End, E2E）的训练方式，这种方式在处理语音识别任务时无需进行复杂的特征工程，可以直接从原始音频中提取特征，并将音频信号转换为文本。端到端模型的出现简化了语音识别流程，提高了系统的整体性能。
LLM（Language Model）模型在语音识别系统中扮演了重要的角色，它用于评估一个词序列出现的可能性，帮助ASR系统在多种可能的词序列中选择最符合上下文的那一个。一个强大的语言模型能够显著提升识别的准确性，尤其是在处理语言中的歧义和不确定性时。
综合上述技术，wenet语音识别框架在微调FireRedASR-AED与LLM模型方面提供了一个强大的平台。开发者可以利用wenet框架的灵活性，结合FireRedASR-AED的端到端识别能力和LLM的语言建模能力，开发出适应特定应用需求的语音识别系统。这样不仅可以提高语音识别的准确度，还可以加快处理速度，降低系统的延迟。
通过微调和优化，开发者可以使得语音识别系统在特定领域，如医疗、法律或教育等行业中更加准确和高效。例如，在医疗领域，一个精确的语音识别系统可以帮助医生快速准确地将患者的口述病历转换成文本记录；在法律领域，它可以辅助速录员更高效地完成口供记录工作；在教育领域，它可以作为辅助工具，帮助学生进行语言学习和发音练习。
此外，语音识别技术的发展还推动了其他相关领域技术的进步，如自然语言处理（NLP）、人机交互、智能助理等。这些技术的综合应用，为构建智能社会提供了坚实的技术基础。
wenet语音识别框架结合FireRedASR-AED与LLM模型的微调技术，为语音识别领域带来了一次重大的技术革新。它不仅提高了语音识别的准确率和效率，还为开发者提供了更多的定制化可能，从而满足不同行业和场景的特定需求。
文件下载
资源详情
[{"title":"（ 437 个子文件 1.68MB ） 基于wenet语音识别框架微调FireRedASR-AED与LLM模型.zip","children":[{"title":"events.out.tfevents.1752583766.autodl-container-e404468693-73ada59f <span style='color:#111;'> 15.90KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752582435.autodl-container-e404468693-73ada59f <span style='color:#111;'> 13.03KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752582117.autodl-container-e404468693-73ada59f <span style='color:#111;'> 11.93KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581865.autodl-container-e404468693-73ada59f <span style='color:#111;'> 7.94KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752380596.autodl-container-e404468693-73ada59f <span style='color:#111;'> 6.59KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752384077.autodl-container-e404468693-73ada59f <span style='color:#111;'> 4.88KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581743.autodl-container-e404468693-73ada59f <span style='color:#111;'> 3.97KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752585993.autodl-container-e404468693-73ada59f <span style='color:#111;'> 3.66KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752383982.autodl-container-e404468693-73ada59f <span style='color:#111;'> 3.66KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752587094.autodl-container-e404468693-73ada59f <span style='color:#111;'> 2.63KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752403103.autodl-container-e404468693-73ada59f <span style='color:#111;'> 2.45KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752380730.autodl-container-e404468693-73ada59f <span style='color:#111;'> 2.21KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752586347.autodl-container-e404468693-73ada59f <span style='color:#111;'> 2.00KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752585856.autodl-container-e404468693-73ada59f <span style='color:#111;'> 1.97KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752585924.autodl-container-e404468693-73ada59f <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752388027.autodl-container-e404468693-73ada59f <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752382463.autodl-container-e404468693-73ada59f <span style='color:#111;'> 342B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752382695.autodl-container-e404468693-73ada59f <span style='color:#111;'> 292B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752383168.autodl-container-e404468693-73ada59f <span style='color:#111;'> 292B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752383422.autodl-container-e404468693-73ada59f <span style='color:#111;'> 292B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752383784.autodl-container-e404468693-73ada59f <span style='color:#111;'> 292B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752383243.autodl-container-e404468693-73ada59f <span style='color:#111;'> 292B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752583096.autodl-container-e404468693-73ada59f <span style='color:#111;'> 242B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752583692.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581346.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752512048.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581112.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752508018.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752586535.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752511410.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752580430.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581441.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752580640.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752583625.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752507435.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752580539.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581502.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581267.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752506716.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752586842.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752586619.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752583535.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752512212.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752509567.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752383841.autodl-container-e404468693-73ada59f <span style='color:#111;'> 40B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752505221.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752504127.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752508807.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752512451.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752505993.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752508315.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752506322.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752510627.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581949.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752505580.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752509238.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752508633.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752511542.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752582209.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752509843.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752504637.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752512329.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752504809.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752505453.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752505034.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752510209.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752581028.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752510457.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752506173.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752505827.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"events.out.tfevents.1752403231.autodl-container-e404468693-73ada59f <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"git-pre-commit <span style='color:#111;'> 81B </span>","children":null,"spread":false},{"title":"global_cmvn <span style='color:#111;'> 3.10KB </span>","children":null,"spread":false},{"title":"global_cmvn <span style='color:#111;'> 3.10KB </span>","children":null,"spread":false},{"title":"global_cmvn <span style='color:#111;'> 2.21KB </span>","children":null,"spread":false},{"title":"data.list <span style='color:#111;'> 2.32KB </span>","children":null,"spread":false},{"title":"data.list <span style='color:#111;'> 789B </span>","children":null,"spread":false},{"title":"data.list <span style='color:#111;'> 789B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 78B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1B </span>","children":null,"spread":false},{"title":"train_bpe1000.model <span style='color:#111;'> 245.81KB </span>","children":null,"spread":false},{"title":"train_bpe1000.model <span style='color:#111;'> 245.81KB </span>","children":null,"spread":false},{"title":"validate_dict_dir.pl <span style='color:#111;'> 18.15KB </span>","children":null,"spread":false},{"title":"split_scp.pl <span style='color:#111;'> 9.31KB </span>","children":null,"spread":false},{"title":"add_lex_disambig.pl <span style='color:#111;'> 6.57KB </span>","children":null,"spread":false},{"title":"make_lexicon_fst.pl <span style='color:#111;'> 5.67KB </span>","children":null,"spread":false},{"title":"validate_text.pl <span style='color:#111;'> 4.39KB </span>","children":null,"spread":false},{"title":"sym2int.pl <span style='color:#111;'> 3.27KB </span>","children":null,"spread":false},{"title":"filter_scp.pl <span style='color:#111;'> 2.88KB </span>","children":null,"spread":false},{"title":"subset_scp.pl <span style='color:#111;'> 2.72KB </span>","children":null,"spread":false},{"title":"remove_oovs.pl <span style='color:#111;'> 1.39KB </span>","children":null,"spread":false},{"title":"utt2spk_to_spk2utt.pl <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"s2eps.pl <span style='color:#111;'> 1009B </span>","children":null,"spread":false},{"title":"eps2disambig.pl <span style='color:#111;'> 1003B </span>","children":null,"spread":false},{"title":"spk2utt_to_utt2spk.pl <span style='color:#111;'> 836B </span>","children":null,"spread":false},{"title":"export_onnx_gpu.py <span style='color:#111;'> 46.65KB </span>","children":null,"spread":false},{"title":"export_onnx_bpu.py <span style='color:#111;'> 43.03KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多，未全部展示</span>","children":null,"spread":false}],"spread":true}]
评论信息
其他资源
- USB无线网卡电路图 大家可以尝试制作
- 使用DrawerLayout过程中主页面内容被遮住且不能点击的一小解决方案
- JTAG的Verilog源代码.rar
- 雷达目标RCS建模与仿真技术
- 基于小波阈值去噪
- 测试体系详细介绍-xmind文件
- 平行因子分析法
- bbs论坛系统毕业设计
- android医院管理系统
- reading-set-源码
- 计算机图形学 蕨类植物的实现
- 企业自动发卡平台13套插件全
- 齐齐哈尔高德poi矢量wgs84坐标系2021年最新shp.zip
- 中汽认证中心电动自行车标志认证实施规则.pdf
- PDF Shaper v10.4单文件版
- DS_SY9329C .pdf
- SugarNMS扩展功能手册.pdf
- java网络爬虫入门到精通
- 程序员实用算法及源码
- opencv-2.4.8-part2
- 一种基于直方图的可逆数字水印算法
- python 100个练手小程序
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明