To judge the quality of audio captions, though machine translation metrics (BLEU, METEOR, ROUGE) and image captioning metrics (SPICE, CIDER) are used, they are not very well-suited. Attempts have been made to use pretrained language model based metrics such as Sentence-BERT....
bash audio_captioning/evaluation/get_stanford_models.sh 5. Running Inference In the folderaudio_captioning/sh_folder, there are two types of shell scripts. Inference scripts:search_audioCLIPmodel_keywords.sh Visualization and table creation scripts:create_X.sh ...
In this paper, we propose an Audio Captioning Transformer (ACT), which is a full Transformer network based on an encoder-decoder architecture and is totally convolution-free. The proposed method has a better ability to model the global information within an audio signal as well as capture ...
Extensive experiments on two audio captioning datasets Clotho and AudioCaps show that our proposed model outperforms state-of-the-art audio captioning models across different evaluation metrics and using the semantic information improves the captioning performance. Keywords: Audio captioning; PANNs; VGGish...
Universal Capabilities: Handles diverse tasks like speech recognition (ASR), audio question answering (AQA), audio captioning (AAC), speech emotion recognition (SER), sound event/scene classification (SEC/ASC), and end-to-end speech conversation. State-of-the-Art Performance: Achieves SOTA results...
AAS (Audio Captioning Accuracy Score):用于评估音频字幕任务的准确性。 ACC (Accuracy):用于衡量声学场景分类、语音情感识别、音频问答等任务的准确性。 CIDEr、SPICE、SPIDEr:用于评估音频字幕任务的质量。 MAP (Mean Average Precision):用于衡量音乐音符分析任务的性能。 Refs mp.weixin.qq.com/s/rMWx ...
Regardless of the method used, it’s essential to follow best practices and audio description standards outlined by the Described Media and Captioning Project (DCMP) description key.3Play Media’s AI Audio Description3Play Media’s AI-Enabled Audio Description solution leverages advanced AI to both...
ASR / Auto-Captioning AI-based speech recognition captioning services Video Analytics Deep analytics on video impact with actionable insights In-Video Comments Interactive time-linked video comments and notes Video Quizzing Turn video into quizzes with LMS gradebook sync Video Sharing Share content sec...
Streaming can include pre-recorded media (movies, music, and podcasts) and real-time media (live news broadcasts). Common streaming use cases for Amazon Transcribe include live closed captioning for sporting events and real-time monitoring of call center audio. ...
Zero-shot audio captioning with audio-language model guidance and audio context keywords explainableml/zeraucap • • 14 Nov 2023 In particular, our framework exploits a pre-trained large language model (LLM) for generating the text which is guided by a pre-trained audio-language model to ...