In this project, we used both acoustic information of a video to predict its sentiment levels. For audio data, we leverage transfer learning technique and use a pre-trained VGGish model as a features extractor to analyze abstract audio embeddings [6]. We then used MOSI dataset [5] to ...
from trigrams to heptagrams in the dataset, forming a domain lexicon. The Maslow’s hierarchy of needs theory is applied to guide the consistent sentiment annotation. The domain lexicon is integrated into the feature fusion layer of the RoBERTa-FF-BiLSTM model to fully learn the semantic feature...
In this project, we used both acoustic information of a video to predict its sentiment levels. For audio data, we leverage transfer learning technique and use a pre-trained VGGish model as a features extractor to analyze abstract audio embeddings [6]. We then used MOSI dataset [5] to ...
video-level sentiment analysis (MOSI and MOSEI datasets) and audio-visual retrieval (VEGAS dataset). The student (requiring only the text modality as input) achieves an MAE score improvement of up to 12.3% for MOSI and MOSEI. Our method further enhances the state-of-the-art method by 3.4%...
Sentiment analysis and LDA topic modeling were used to analyze reviews of five selected video games on the Steam platform. The 6 C’s Learning Motivation Model guided text mining to analyze the motivational factors used in the games and how they contribute to user learning. The effectiveness of...
Analysis of your videos based on consumer habits at the point of sale, for example: What is the general behavior of the customer? What appears to catch their attention? What types of items do they typically reach for? Analysis of videos for behavioral research in humans and animals Commenting...
Using AraGPT and ensemble deep learning model for sentiment analysis on Arabic imbalanced dataset With the fast growth of mobile technology, social media has become important for people to share their thoughts and feelings. Businesses and governments can make better strategic decisions when they know ...
yt-whisper: A local service, run byDocker Compose, that interacts with the remote OpenAI and Pinecone services.Whisperis an automatic speech recognition (ASR) system developed by OpenAI, representing a significant milestone in AI-driven speech processing. Trained on an extensive dataset of 680,000...
Editor audio e video Text iQ Tabulazione a campi incrociati Predict iQ Ponderazione risposte Scheda Risultati Sezione Rapporti Workflow Stats iQ Text iQ Dashboard CX e BX 360 Impegno Ciclo di vita Sondaggio d'opinione Ricerca dipendente ad hoc Feedback Website/App Congiu...
review video-captioning state-of-the-art vision-and-language charades video-to-text msvd video-dataset video-description activitynet-captions trecvid tgif-dataset msr-vtt vatex Updated Oct 27, 2023 Jupyter Notebook BEPb / image_to_ascii Star 83 Code Issues Pull requests Everything is very...