Amharic language helps for lip motion
Best insight from top research papers
Amharic language does not directly help with lip motion recognition, but it is used in the development of an automatic Amharic sign language translator . This translator translates Amharic alphabet signs into their corresponding text using digital image processing and machine learning algorithms . The system extracts features from shape, motion, and color of hand gestures to represent Amharic sign characters and uses artificial neural network (ANN) and multi-class support vector machine (SVM) classifiers for recognition . The system achieves an average accuracy of 80.82% with ANN and 98.06% with SVM classifiers . Therefore, the development of an automatic Amharic sign language translator helps reduce the communication gap for people with hearing disabilities who use sign language .
Answers from top 5 papers
More filters
| Papers (5) | Insight |
|---|---|
11 Citations | The provided paper does not mention anything about the use of Amharic language for lip motion. |
7 Citations | The provided paper does not mention anything about the Amharic language or its impact on lip motion. |
| The provided paper does not mention anything about the Amharic language or its impact on lip motion. The paper focuses on using audio and visual features, specifically lip movements, to improve word recognition accuracy. | |
| The provided paper does not mention anything about the Amharic language or its relationship with lip motion. The paper is about decoding lip language using triboelectric sensors and deep learning. | |
15 Sep 2020 3 Citations | The provided paper does not mention anything about the Amharic language or its impact on lip motion recognition. |
Related Questions
Amla extract mouth spray5 answersAmla extract can be utilized in mouth sprays for various oral health benefits. Studies have shown that amla extract possesses anti-inflammatory and anticoagulant properties, making it effective in reducing gingivitis, oral ulcers, and oral odors. Additionally, incorporating amla extract nanoparticles in oral films has demonstrated antibacterial activity against common oral pathogens, further supporting its use in oral care products like mouth sprays. Moreover, oral intake of amla fruit extract has shown significant improvements in skin conditions, indicating its potential as an anti-aging agent, which could also benefit oral health when used in mouth sprays. Therefore, a mouth spray containing amla extract could offer a holistic approach to oral care by providing anti-inflammatory, antibacterial, and potential anti-aging benefits.
Is backing a developmental phonological process in Hebrew?4 answersBacking is not specifically mentioned in the abstracts provided.
What are the main challenges and limitations in Amharic language processing?4 answersThe main challenges and limitations in Amharic language processing include the limited availability of parallel speech-text corpora, the complex morphological nature of the language, and the lack of attention given to low-resourced languages like Amharic. The writing system of Amharic, which represents consonants and vowels, poses difficulties in accurately representing pronunciation, as certain sounds may not be pronounced in all occurrences and geminated and non-geminated forms of consonants are not differentiated. Additionally, the noisy nature of real-life speech environments presents challenges for speech recognition models trained on speech data recorded in quiet rooms. To address these challenges, incorporating different dialects into the speech data and utilizing data-driven and knowledge-driven transcription methods have been proposed as potential solutions.
How many amharic speakers in ethiopia?5 answersAmharic is a widely spoken language in Ethiopia, with over 57.5 million speakers. Out of these, 32.4 million are native speakers, while the rest are alternative-language speakers. The Amharic language is spoken by over 31.8 million people as their mother tongue, and an additional 25 million as second-language speakers. The language is also spoken by more than 40 million speakers across the world, including the diaspora. According to the 2007 Population Census, there are around 22 million Amharic native speakers and an additional 7 million second language speakers in Ethiopia.
What are the phonological features of Amazigh words?5 answersAmazigh-sys is an intelligent morphological analysis system for Amazigh language based on xerox’s finite-state transducer (XFST). The system can process and recognize all lexical units and ensures a high recognition rate of input words. The development of Amazigh lexicon (AMAlex) includes attested nouns, verbs, pronouns, prepositions, and adverbs with their inflectional behavior and morphosyntactic links. The intonational marking of question words in Tashlhiyt Berber involves a rise in pitch towards a high target and a subsequent fall in direct interrogatives. When qwords are embedded, no tonal targets occur on them. The alignment and scaling of qwords in utterance-initial position and in narrow focus show variability in tonal placement.
Amharic Hate Speech Detection4 answersAmharic hate speech detection has been addressed in multiple studies. One study applies a multi-modal approach using deep learning techniques to detect hate speech in Amharic on social media. The study collects audio data from YouTube videos, transcribes them into text using the Google Speech-to-Text API, and extracts textual and acoustic features for analysis. Four deep learning algorithms are used, with the multi-modal model employing BILSTM achieving the highest accuracy of 88.15%. Another study focuses on creating a Tunisian reference dataset for hate speech and abuse detection, as the Tunisian dialect is underrepresented. The study presents a neural network model based on AraBERT, which achieves a high F1 score of 0.99. These studies demonstrate efforts to detect and address hate speech in Amharic and Tunisian languages on social media.