Speech Separation Algorithms

This research area evaluates algorithms specifically designed for separating voices in mixed audio signals. From probabilistic models to advanced masking techniques, the focus is on improving clarity and accuracy of speech in various scenarios.

Voice separation
Probabilistic models
Masking techniques
Audio processing
Speech intelligibility

2,528 papers

Parent topic: Speech Processing and Recognition

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Papers Over Time

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Top Papers

Continuous Probabilistic Transform For Voice Conversion

1998 · 613 citations

Complex Ratio Masking For Monaural Speech Separation

2016 · 536 citations

The Cepstrum: A Guide To Processing

1977 · 417 citations

Efficient Vector Quantization Of LPC Parameters At 24 Bits/Frame

1993 · 416 citations

Vowel Recognition With Four Coupled Spin-Torque Nano-Oscillators

2018 · 406 citations

Comparison Of Different Implementations Of MFCC

2001 · 399 citations

Design, Analysis And Experimental Evaluation Of Block Based Transformation In MFCC Computation For Speaker Recognition

2012 · 319 citations

Joint Optimization Of Masks And Deep Recurrent Neural Networks For Monaural Source Separation

2015 · 315 citations

Database Of Multichannel In-Ear And Behind-the-Ear Head-Related And Binaural Room Impulse Responses

2009 · 237 citations

An Analysis Of Environment, Microphone And Data Simulation Mismatches In Robust Speech Recognition

2017 · 199 citations

A Fast Recursive Algorithm For Computing The Discrete Cosine Transform

1987 · 153 citations

Adaptive Noise Canceling For Speech Signals

1978 · 130 citations

Exemplar-Based Sparse Representation With Residual Compensation For Voice Conversion

2014 · 114 citations

A Family Of Distortion Measures Based Upon Projection Operation For Robust Speech Recognition

1989 · 108 citations

Theoretical Analysis Of Binaural Multimicrophone Noise Reduction Techniques

2010 · 107 citations

Short-time Energy, Magnitude, Zero Crossing Rate And Autocorrelation Measurement For Discriminating Voiced And Unvoiced Segments Of Speech Signals

2013 · 102 citations

Real-Time Tracking Of Selective Auditory Attention From M/EEG: A Bayesian Filtering Approach

2018 · 100 citations

Modern Acoustics And Signal Processing

2016 · 96 citations

Analysis Of Feedback Cancellation In Hearing Aids With Filtered-x LMS And The Direct Method Of Closed Loop Identification

2002 · 90 citations

Morphological Constrained Feature Enhancement With Adaptive Cepstral Compensation (MCE-ACC) For Speech Recognition In Noise And Lombard Effect

1994 · 89 citations