“Not There Yet”: Feasibility and Challenges of Mobile Sound Recognition to Support Deaf and Hard-of-Hearing People

JZ Huang, H Chhabria, D Jain - Proceedings of the 25th International …, 2023 - dl.acm.org
While recent advances have enabled mobile sound recognition tools for deaf and hard of
hearing (DHH) people, these tools have only been studied in the lab or through short …

Instrument classification using image based transfer learning

U Shukla, U Tiwari, V Chawla… - 2020 5th international …, 2020 - ieeexplore.ieee.org
Automatic Instrument recognition in sound recordings is a traditional method and has been
gaining a lot of attention since the last decades due to the advent of music streaming …

[PDF][PDF] Neural network optimization by genetic algorithms for the audio classification to speech and music

S Balochian, EA Seidabad, SZ Rad - Int. J. of Signal Proces., Image …, 2013 - academia.edu
In this paper, the execution of some features based on wavelet transform are evaluated
through classification of audio to speech and music using the MLP classifiers Optimized by …

[PDF][PDF] Performance comparison of musical instrument family classification using soft set

SA Lashari, R Ibrahim, N Senan - … and expert system (IJAE), 2012b, Vol3, 2012 - Citeseer
Nowadays, it appears essential to design automatic and efficacious classification algorithm
for the musical instruments. Automatic classification of musical instruments is made by …

[PDF][PDF] Audio-based action scene classification using HMM-SVM algorithm

KM Chit, KZ Lin - International journal of advanced research in …, 2013 - academia.edu
Nowadays, there are many kind of video such as educational movies, multimedia movies,
action movies and scientific movies etc. The careful analysis and classification of movies are …

Audio Processing for Tones Validation using Deep Learning

PA Pandhare, V Ingale - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
In the industry, audio verification and validation of products present special challenges.
Audio signal validation is a challenging and time-consuming part. Automation is a key to …

[PDF][PDF] Audio Annotation on Myanmar Traditional Boxing Video by Enhancing DT

KZ Lin, KH Nwe - Journal of Advances in Information Technology Vol, 2021 - jait.us
Nowadays labelling video data and analysis the resource information from video is very
popular but it is difficult for storage and time consuming. Instead of video, audio is pretty one …

[PDF][PDF] Performance Evaluation of Feed-forward Neural Network Models for Speech Recognition

V Pandey - researchgate.net
Automatic signal recognition (ASR) is one of the most appealing application domains of
pattern recognition tasks. Due to its applicability in various engineering and scientific fields …

[PDF][PDF] Content-Based Audio Classification using Segmentation, MFCC Feature Extraction and Neural Network Approach

MUNNM Patil, MU Nemade - IEEE Proceedings of International …, 2018 - academia.edu
The access to audio data available in huge volume on public networks like Internet requires
an efficient indexing and annotation mechanism. Non-stationary nature and discontinuities …

Structuring sport video through audio event classification

KZ Lin, M Pwint - Pacific-Rim Conference on Multimedia, 2010 - Springer
Automatic audio information retrieval is facing great challenge due to the advances of
information technology, more and more digital audio, images and video are being captured …