Repetitive transient noise removal
View Patent ↗A system improves the perceptual quality of a speech signal by dampening undesired repetitive transient noises. The system includes a repetitive transient noise detector adapted to detect repetitive transient noise in a received signal. The received signal may include a harmonic and a noise spectrum. The system further includes a repetitive transient noise attenuator that substantially removes or dampens repetitive transient noises from the received signal. The method of dampening the repetitive transient noises includes modeling characteristics of repetitive transient noises; detecting characteristics in the received signal that correspond to the modeled characteristics of the repetitive transient noises; and substantially removing components of the repetitive transient noises from the received signal that correspond to some or all of the modeled characteristics of the repetitive transient noises.
1. A system for suppressing repetitive transient noises from a signal comprising:
a repetitive transient noise detector that comprises a processor adapted to detect the presence of transient noise in a received signal comprising a harmonic spectrum and a noise spectrum, where the repetitive transient noise detector is adapted to analyze one or more frequency spectrum sound event characteristics and one or more temporal sound event characteristics of the transient noise to determine whether the transient noise is repetitive transient noise; and
a repetitive transient noise attenuator adapted to dampen the transient noise detected in the received signal in response to the repetitive transient noise detector identifying the transient noise as being repetitive transient noise;
where the repetitive transient noise detector is adapted to fit a function to a selected portion of the received signal in a time-frequency domain to evaluate spectro-temporal shape characteristics of a sound event in the received signal and to determine whether the transient noise is repetitive transient noise; and
where the repetitive transient noise detector is adapted to identify the sound event as a repetitive transient noise event based on the function, a signal envelope of the sound event, and a correlation threshold that depends on a width and sharpness of the repetitive transient noise.
2. The system of claim 1 where the repetitive transient noise detector comprises a model of repetitive transient noise and the repetitive transient noise detector is adapted to compare an attribute of the received signal with an attribute of the model of the repetitive transient noise.
3. The system of claim 2 where the model of the repetitive transient noise comprises an average repetitive transient noise model based on multiple repetitive transient noise models.
4. The system of claim 2 where the model comprises a spectral component and a temporal component, and where the temporal component comprises a first sound event and a second substantially similar sound event separated in time.
5. The system of claim 4 where a period of time between the first sound event and the second sound event is estimated through an adaptive model.
6. The system of claim 2 where the model comprises a spectral component and a temporal component, and where the spectral component comprises one or more attributes of a spectral shape of a sound event associated with a repetitive transient noise.
7. The system of claim 6 where the attributes of the spectral shape of a sound event associated with a repetitive transient noise comprises a broadband frequency response.
8. The system of claim 7 further comprising a vehicle that transports the repetitive transient noise detector and the repetitive transient noise attenuator.
9. The system of claim 1 where the repetitive transient noise detector is adapted to estimate or measure a temporal spacing between multiple sound events of the transient noise and compare the temporal spacing to a modeled temporal spacing of a model repetitive transient noise to identify whether the transient noise is repetitive.
10. The system of claim 1 where the repetitive transient noise detector is adapted to identify a first sound event in the received signal as being a potential repetitive transient noise, where the repetitive transient noise detector is adapted to analyze one or more portions of the received signal before or after the first sound event to determine whether the received signal contains a second sound event with the same or similar characteristics as the first sound event, and where the repetitive transient noise detector is adapted to determine that the received signal comprises repetitive transient noise upon locating the second sound event.
11. The system of claim 1 further comprising a background noise estimator and a transient detector, where the transient detector disables the background noise estimator in response to a determination that an instantaneous background noise level exceeds an average background noise level by more than a pre-determined amount.
12. The system of claim 1 where in response to identifying a first sound event as a potential repetitive transient noise, the repetitive transient noise detector looks back to previously analyzed time windows to determine whether a corresponding sound event of a repetitive transient noise was received, and where the repetitive transient noise detector identifies the first sound as a repetitive transient noise in response to locating the corresponding sound event.
13. The system of claim 1 where in response to identifying a first sound event as a potential repetitive transient noise, the repetitive transient noise detector looks forward to later received time windows to determine whether a corresponding sound event of a repetitive transient noise will be received, and where the repetitive transient noise detector identifies the first sound as a repetitive transient noise in response to locating the corresponding sound event.
14. The system of claim 1 where the repetitive transient noise detector is adapted to determine a probability that the received signal includes repetitive transient noise, and identify a sound event as repetitive transient noise when the probability exceeds a predetermined threshold.
15. A repetitive transient noise detector for detecting the presence of repetitive noise in a signal, the repetitive transient noise detector comprising:
an analog to digital converter for converting a received signal into a digital signal;
a windowing function generator for dividing the received signal into a plurality of individual analysis windows;
a transform module for transforming the individual analysis windows from a time domain spectra to a frequency domain spectra;
a modeler that generates and stores attributes of repetitive transient noise in a memory; and
a controller adapted to fit a function to a selected portion of the received signal in a time-frequency domain to evaluate spectro-temporal shape characteristics of a transient noise in the received signal and to determine whether the transient noise is repetitive transient noise, where the controller is adapted to identify the transient noise as a repetitive transient noise event based on the function, a signal envelope of the sound event, and a correlation threshold that depends on a width and sharpness of the repetitive transient noise;
where the modeler is adapted to identify the transient noise for attenuation in response to the modeler determining that the transient noise is repetitive transient noise.
16. The repetitive transient noise detector of claim 15 where the model attributes comprise average model attributes based on attributes of multiple models.
17. The repetitive transient noise detector of claim 15 where the windowing function generator comprises a Hanning window function generator.
18. The repetitive transient noise detector of claim 15 where the transform module performs a Fast Fourier Transform on the plurality of individual analysis windows.
19. The repetitive transient noise detector of claim 15 where the model attributes comprise temporal characteristics of repetitive transient noises.
20. The repetitive transient noise detector of claim 19 where the model attributes comprise spectral characteristics of repetitive transient noises.
21. The repetitive transient noise detector of claim 15 where the model attributes comprise temporal characteristics and spectral characteristics of estimated repetitive transient noises.
22. The repetitive transient noise detector of claim 21 where the model attributes represent a plurality of sound events having substantially similar spectral characteristics separated by a short time period.
23. The repetitive transient noise detector of claim 22 where the model attributes comprise spectral shape characteristics of the plurality of sound events.
24. The repetitive transient noise detector of claim 15 further comprising a residual attenuator for tracking the power spectrum of the received signal.
25. The repetitive transient noise detector of claim 15 where the controller is adapted to analyze attributes of the spectra of the transformed analysis windows to determine whether the transient noise is repetitive transient noise.
26. The repetitive transient noise detector of claim 15 where the controller is adapted to estimate or measure a temporal spacing between multiple sound events of the transient noise and compare the temporal spacing to a modeled temporal spacing of a model repetitive transient noise to identify whether the transient noise is repetitive.
27. The repetitive transient noise detector of claim 15 where the modeler comprises a non-transitory computer-readable medium or circuit.
28. A method of attenuating repetitive transient noises from a signal comprising:
fitting a function to a received signal in a time-frequency domain to evaluate spectro-temporal shape characteristics of a transient noise in the received signal and to determine whether the transient noise is repetitive transient noise;
identifying the transient noise as a repetitive transient noise event based on the function, a signal envelope of the transient noise, and a correlation threshold that depends on a width and sharpness of the repetitive transient noise; and
attenuating, by a processor, at least a portion of the transient noise from the received signal in response to identifying the transient noise as the repetitive transient noise event.
29. The method of claim 28 further comprising:
deriving an average repetitive transient noise model from multiple modeled characteristics of repetitive transient noises;
determining whether the characteristics of the signal correspond to characteristics of the average repetitive transient noise model.
30. The method of claim 28 further comprising:
identifying a first sound event in the signal as being a potential repetitive transient noise;
analyzing one or more portions of the signal before or after the first sound event to determine whether the signal contains a second sound event with the same or similar characteristics as the first sound event; and
determining that the signal comprises repetitive transient noise upon locating the second sound event.
31. The method of claim 28 further comprising modeling spectral shape attributes of repetitive transient noises.
32. The method of claim 31 where the spectral shape attributes of the sound events occur across a broadband frequency.
33. A system for suppressing repetitive transient noises from a signal comprising:
a repetitive transient noise detector that comprises a processor adapted to fit a function to a received signal in a time-frequency domain to evaluate spectro-temporal shape characteristics of a transient noise in the received signal and to determine whether the transient noise is repetitive transient noise; and
a repetitive transient noise attenuator adapted to dampen the transient noise in the received signal in response to the repetitive transient noise detector identifying the transient noise as being repetitive;
where the repetitive transient noise detector is adapted to identify the transient noise as a repetitive transient noise event based on the function, a signal envelope of the transient noise, and a correlation threshold that depends on a width and sharpness of the repetitive transient noise.
34. A system for suppressing repetitive transient noises from a signal comprising:
a repetitive transient noise detector that comprises a processor adapted to detect the presence of transient noise in a received signal comprising a harmonic spectrum and a noise spectrum, where the repetitive transient noise detector is adapted to fit a function to a selected portion of the received signal in a time-frequency domain to evaluate spectro-temporal shape characteristics of a sound event in the received signal and to determine whether the transient noise is repetitive transient noise, where the repetitive transient noise detector is adapted to identify the sound event as a repetitive transient noise event based on a correlation between the function and a signal envelope of the sound event; and
a repetitive transient noise attenuator adapted to dampen the transient noise detected in the received signal in response to the repetitive transient noise detector identifying the transient noise as being repetitive transient noise;
where the repetitive transient noise detector is adapted to identify the sound event as the repetitive transient noise event based on the function, the signal envelope of the sound event, and a correlation threshold that depends on a width and sharpness of the repetitive transient noise.