multilingualpythonaipytorchspeech-recognitionspeech-to-textasrcross-lingualspeech-emotion-recognitionaudio-event-classificationaigcllmgpt-4o UpdatedMar 23, 2025 Python MiteshPuthran/Speech-Emotion-Analyzer Star1.3k Code Issues Pull requests The neural network model is capable of detecting five different male...
该语言使用自然语言来描述音频中的声学事件,我们提出了语音情感字幕 (Speech Emotion Captioning,SEC) 任务,并提出了一个创新的 SECap 框架,包括音频编码器、Bridge-Net和文本解码器,以使用自然语言表征人类语音情感。
Schuller. Emotion Recognition in Naturalistic Speech and Language-A Survey. In Emotion Recognition: A Pattern Analysis Approach, pages 237-267. 2015.F. Weninger, M. Wo¨llmer, and B. Schuller, "Emotion recognition in naturalistic speech and language - A survey," in Emotion Recognition: A ...
Despite advances in deep learning, current state-of-the-art speech emotion recognition (SER) systems still have poor performance due to a lack of speech emotion datasets. This paper proposes augmenting SER systems with synthetic emotional speech generated by an end-to-end text-to-speech (TTS) ...
pythontensorflowkerascnnpython3speech-recognitionspeech-to-textctcchinese-speech-recognitionasrt UpdatedSep 26, 2024 Python Multilingual Voice Understanding Model multilingualpythonaipytorchspeech-recognitionspeech-to-textasrcross-lingualspeech-emotion-recognitionaudio-event-classificationaigcllmgpt-4o ...
Inference EngineIntelligent Document ProcessingImbalanced DataInstruction TuningIncremental LearningInformation RetrievalImage RecognitionImageNetInductive Bias Kk-ShinglesKeyphrase ExtractionKerasKnowledge DistillationKnowledge Representation and Reasoning LLlama 2LLM CollectionLatent Dirichlet Allocation (LDA)Large Language...
SpeechEmotionRecognition-Pytorch是一个基于PyTorch实现的语音情感识别模型。它使用深度学习技术,通过分析语音信号中的音调、节奏、语速等特征,来判断说话人的情感状态。该模型可以识别多种情感,如高兴、悲伤、生气、恐惧等。 在训练过程中,SpeechEmotionRecognition-Pytorch使用大量的语音数据集进行预训练,以便模型能够学习到...
大语言模型(LLM):用于生成语音的自然语言描述。 2. 语音风格识别(Speech Style Recognition) 功能:识别语音中的各种风格属性,如音高、能量、速度、年龄、性别、情感基调、强调和话题。 子模块: 信号处理工具(Signal Processing Tools):包括语音分析器(分析能量、音高、速度)。
This advancement is the result of the numerous apps that can be created to assist people in performing their daily tasks such as automatic speaker recognition [1], emotion speech synthesis [2], recognizing spoken Arabic words and numbers for machine control [3], dialect identification [4], ...
multilingual python ai pytorch speech-recognition speech-to-text asr cross-lingual speech-emotion-recognition audio-event-classification aigc llm gpt-4o Updated Mar 23, 2025 Python snakers4 / silero-models Star 5.2k Code Issues Pull requests Discussions Silero Models: pre-trained speech-to...