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Machine-learning based classification of speech and music

https://doi.org/10.1007/s00530-006-0034-0

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4419-1428-6_5195openalex-snapshot

Pattern Classification

inferredcites →https://doi.org/10.1007/978-1-4471-0285-4openalex-snapshot

Pattern Classification

inferredcites →https://doi.org/10.1007/978-1-4757-0450-1openalex-snapshot

Pattern Recognition with Fuzzy Objective Function Algorithms

inferredcites →https://doi.org/10.1007/bf02551274openalex-snapshot

Approximation by superpositions of a sigmoidal function

inferredcites →https://doi.org/10.1007/s00530-002-0065-0openalex-snapshot

Content-based audio classification and segmentation by using support vector machines

inferredcites →https://doi.org/10.1016/s0167-8655(00)00119-7openalex-snapshot

Classification of general audio data for content-based retrieval

inferredcites →https://doi.org/10.1109/ccece.2002.1013091openalex-snapshot

A multifeature speech/music discrimination system

inferredcites →https://doi.org/10.1109/eurmic.1999.794763openalex-snapshot

A framework for audio analysis based on classification and temporal segmentation

inferredcites →https://doi.org/10.1109/icassp.1994.389676openalex-snapshot

Detection of human speech in structured noise

inferredcites →https://doi.org/10.1109/icassp.1996.543290openalex-snapshot

Real-time discrimination of broadcast speech/music

inferredcites →https://doi.org/10.1109/icassp.1997.596192openalex-snapshot

Construction and evaluation of a robust multifeature speech/music discriminator

inferredcites →https://doi.org/10.1109/icassp.1998.679665openalex-snapshot

Classification of audio signals using statistical features on time and wavelet transform domains

inferredcites →https://doi.org/10.1109/icassp.1998.681751openalex-snapshot

Classification of transient time-varying signals using DFT and wavelet packet based methods

inferredcites →https://doi.org/10.1109/icassp.1999.758084openalex-snapshot

A comparison of features for speech, music discrimination

inferredcites →https://doi.org/10.1109/icassp.2000.859336openalex-snapshot

Speech/music discrimination for multimedia applications

inferredcites →https://doi.org/10.1109/icassp.2001.941052openalex-snapshot

Robust singing detection in speech/music discriminator design

inferredcites →https://doi.org/10.1109/icassp.2002.1004854openalex-snapshot

Speech and music classification in audio documents

inferredcites →https://doi.org/10.1109/icassp.2002.5745009openalex-snapshot

Computational auditory scene recognition

inferredcites →https://doi.org/10.1109/icassp.2002.5745593openalex-snapshot

Speech and music classification in audio documents

inferredcites →https://doi.org/10.1109/icassp.2004.1326806openalex-snapshot

A comparison of human and automatic musical genre classification

inferredcites →https://doi.org/10.1109/icassp.2004.1326828openalex-snapshot

Harmonicity and dynamics-based features for audio

inferredcites →https://doi.org/10.1109/icics.2003.1292679openalex-snapshot

A fast and robust speech/music discrimination approach

inferredcites →https://doi.org/10.1109/icme.2003.1220941openalex-snapshot

A fusion study in speech / music classification

inferredcites →https://doi.org/10.1109/icnn.1994.374996openalex-snapshot

RBF models for detection of human speech in structured noise

inferredcites →https://doi.org/10.1109/icpr.2004.1334226openalex-snapshot

Speech music discrimination using class-specific features

inferredcites →https://doi.org/10.1109/isspa.2003.1224831openalex-snapshot

Robust speech music discrimination using spectrum's first order statistics and neural networks

inferredcites →https://doi.org/10.1109/massp.1986.1165342openalex-snapshot

An introduction to hidden Markov models

inferredcites →https://doi.org/10.1109/nrsc.2002.1022623openalex-snapshot

A multifeature speech/music discrimination system

inferredcites →https://doi.org/10.1109/tmm.2004.840604openalex-snapshot

A speech/music discriminator based on RMS and zero-crossings

inferredcites →https://doi.org/10.1109/tsa.2002.800560openalex-snapshot

Musical genre classification of audio signals

inferredcites →https://doi.org/10.1109/tsa.2002.804546openalex-snapshot

Content analysis for audio classification and segmentation

inferredcites →https://doi.org/10.1145/500141.500173openalex-snapshot

A robust audio classification and segmentation method

inferredcites →https://doi.org/10.1155/s1110865702000720openalex-snapshot

Audio Classification in Speech and Music: A Comparison between a Statistical and a Neural Approach

inferredcites →https://doi.org/10.21437/eurospeech.1999-485openalex-snapshot

Domain adaptation for robust automatic speech recognition in car environments

inferredcites →https://doi.org/10.21437/eurospeech.2001-447openalex-snapshot

Discrimination between speech and music based on a low frequency modulation feature

inferredcites →https://doi.org/10.21437/icslp.2002-551openalex-snapshot

Robust speech / music classification in audio documents

inferredcites →https://doi.org/10.5281/zenodo.1415057openalex-snapshot

Automatic Musical Genre Classification Of Audio Signals.

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.5281/zenodo.1072586openalex-extracted

Practical Method For Digital Music Matching Robust To Various Sound Qualities

inferred← citeshttps://doi.org/10.1007/978-3-030-60884-2_7openalex-snapshot

Click Event Sound Detection Using Machine Learning in Automotive Industry

inferred← citeshttps://doi.org/10.1007/s00530-010-0205-xopenalex-snapshot

Pitch-density-based features and an SVM binary tree approach for multi-class audio classification in broadcast news

inferred← citeshttps://doi.org/10.1007/s00530-021-00822-5openalex-snapshot

A computer-aided speech analytics approach for pronunciation feedback using deep feature clustering

inferred← citeshttps://doi.org/10.1007/s00607-019-00713-8openalex-snapshot

RNN-based signal classification for hybrid audio data compression

inferred← citeshttps://doi.org/10.1007/s10844-018-0505-8openalex-snapshot

Granular methods in automatic music genre classification: a case study

inferred← citeshttps://doi.org/10.1007/s11042-010-0546-7openalex-snapshot

Hierarchical audio content classification system using an optimal feature selection algorithm

inferred← citeshttps://doi.org/10.1007/s11042-012-1019-yopenalex-snapshot

An analysis of content-based classification of audio signals using a fuzzy c-means algorithm

inferred← citeshttps://doi.org/10.1007/s11042-018-6899-zopenalex-snapshot

Speech and music classification using spectrogram based statistical descriptors and extreme learning machine

inferred← citeshttps://doi.org/10.1007/s11277-022-09549-6openalex-snapshot

G-Cocktail: An Algorithm to Address Cocktail Party Problem of Gujarati Language Using Cat Boost

inferred← citeshttps://doi.org/10.1007/s11277-022-09829-1openalex-snapshot

ERIL: An Algorithm for Emotion Recognition from Indian Languages Using Machine Learning

inferred← citeshttps://doi.org/10.1007/s12008-021-00759-zopenalex-snapshot

Automated evaluation of foreign language speaking performance with machine learning

inferred← citeshttps://doi.org/10.1007/s12652-019-01303-4openalex-snapshot

Speech/music classification using visual and spectral chromagram features

inferred← citeshttps://doi.org/10.1016/j.asoc.2021.107465openalex-snapshot

Click-event sound detection in automotive industry using machine/deep learning

inferred← citeshttps://doi.org/10.1016/j.csl.2009.05.003openalex-snapshot

A wavelet-based parameterization for speech/music discrimination

inferred← citeshttps://doi.org/10.1016/j.engappai.2024.109117openalex-snapshot

Automatic tuning of radio stations based on listener’s preference using Software Defined Radio and MATLAB

inferred← citeshttps://doi.org/10.1016/j.eswa.2009.03.050openalex-snapshot

Recognition of Western style musical genres using machine learning techniques

inferred← citeshttps://doi.org/10.1016/j.eswa.2022.118041openalex-snapshot

Stacked auto-encoders based visual features for speech/music classification

inferred← citeshttps://doi.org/10.1016/s0065-2458(10)78003-7openalex-snapshot

Features for Content-Based Audio Retrieval

inferred← citeshttps://doi.org/10.1109/cbmi.2008.4564943openalex-snapshot

Feature extraction for speech and music discrimination

inferred← citeshttps://doi.org/10.1109/icassp.2014.6853976openalex-snapshot

Speech/music discrimination in a large database of radio broadcasts from the wild

inferred← citeshttps://doi.org/10.1109/icccs49678.2020.9276825openalex-snapshot

Study of Indian instruments for designing a speech/music classifier

inferred← citeshttps://doi.org/10.1109/icccs49678.2020.9277310openalex-snapshot

Performance evaluation of HHT based features for Speech/Music Discrimination under Noisy condition

inferred← citeshttps://doi.org/10.1109/icecet65726.2026.11632763openalex-snapshot

Attention-Based Deep Neural Networks for Speech and Music Discrimination

inferred← citeshttps://doi.org/10.1109/iciscae59047.2023.10393653openalex-snapshot

Music Classification Using Machine Learning Methods

inferred← citeshttps://doi.org/10.1109/icmew.2013.6618387openalex-snapshot

Leveraging structural information in music-speech dectection

inferred← citeshttps://doi.org/10.1109/icsc48311.2020.9182745openalex-snapshot

A New Model for Emotion Prediction in Music

inferred← citeshttps://doi.org/10.1109/icsp.2018.8652295openalex-snapshot

Optimization of EVS Speech/Music Classifier based on Deep Learning

inferred← citeshttps://doi.org/10.1109/msp.2024.3424578openalex-snapshot

How to Design a Cheap Music Detection System Using a Simple Multilayer Perceptron With Temporal Integration

inferred← citeshttps://doi.org/10.1109/odicon62106.2024.10797612openalex-snapshot

Speaker Identification From a Tribal Language Using Several Learning Techniques

inferred← citeshttps://doi.org/10.1109/tce.2012.6311334openalex-snapshot

Efficient implementation of an SVM-based speech/music classifier by enhancing temporal locality in support vector references

inferred← citeshttps://doi.org/10.1155/2009/628570openalex-snapshot

Online Speech/Music Segmentation Based on the Variance Mean of Filter Bank Energy

inferred← citeshttps://doi.org/10.1186/s13636-022-00253-8openalex-snapshot

A large TV dataset for speech and music activity detection

inferred← citeshttps://doi.org/10.15623/ijret.2017.0610015openalex-snapshot

ENVIRONMENTAL SOUND RECOGNITION USING SPECTROGRAM IMAGE FEATURES

inferred← citeshttps://doi.org/10.21605/cukurovaummfd.242769openalex-snapshot

Konuşma/Müzik Ayrıştırması için Kesikli Dalgacık Dönüşümü Tabanlı Öznitelik Çıkarımı

inferred← citeshttps://doi.org/10.2298/sjee2202239kopenalex-snapshot

Hilbert spectrum based features for speech/music classification

inferred← citeshttps://doi.org/10.2478/crdj-2025-0006openalex-snapshot

Instrument Classification in Musical Audio Signals using Deep Learning

inferred← citeshttps://doi.org/10.3390/app6050143openalex-snapshot

A Review of Physical and Perceptual Feature Extraction Techniques for Speech, Music and Environmental Sounds

inferred← citeshttps://doi.org/10.5402/2011/269361openalex-snapshot

Discrete and Dual Tree Wavelet Features for Real-Time Speech/Music Discrimination

inferred← citeshttps://doi.org/10.70675/a94d7b95zc977z47c6z8568z1618761c3163openalex-snapshot

Contributions to music semantic analysis and its acceleration techniques

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