Signal classification method and device, and encoding and decoding methods and devices

1. An encoding method for processing voice/audio signals, comprising:

dividing, by an encoder, a current frame into a low-frequency band signal and a high-frequency band signal; wherein the encoder comprises a processor;

attenuating, by the encoder, a one of the group consisting of the high-frequency band signal and a to-be-encoded characteristic parameter of the high-frequency band signal, the attenuating being according to an energy attenuation value of the low-frequency band signal, and wherein the energy attenuation value indicates energy attenuation of the low-frequency band signal caused by encoding of the low-frequency band signal; and

encoding, by the encoder, the one of the group consisting of the attenuated high-frequency band signal and the attenuated to-be-encoded characteristic parameter of the high-frequency band signal.

2. The method according to claim 1 , further comprising:

determining a signal class of the high-frequency band signal; and

wherein the attenuating the one of the group consisting of the high-frequency band signal and the to-be-encoded characteristic parameter of the high-frequency band signal according to the energy attenuation value of the low-frequency band signal comprises:

attenuating the one of the group consisting of the high-frequency band signal and the to-be-encoded characteristic parameter of the high-frequency band signal according to the energy attenuation value and the signal class of the high-frequency band signal.

3. The method according to claim 2 , wherein

the attenuating the one of the group consisting of the high-frequency band signal and the to-be-encoded characteristic parameter of the high-frequency band signal according to the energy attenuation value and the signal class of the high-frequency band signal comprises conditionally executing the following:

when the signal class of the high-frequency band signal is a transient class, attenuating a one of the group consisting of a high-frequency band time-domain signal and a to-be-encoded time domain envelope of the high-frequency band signal according to the energy attenuation value;

and,

when the signal class of the high-frequency band signal is a one of the group consisting of a fricative class, a harmonic class and a normal class, attenuating one of the group consisting of a high-frequency band frequency-domain signal and a to-be-encoded frequency domain envelope of the high-frequency band signal according to the energy attenuation value.

4. The method according to claim 1 , further comprising:

encoding the low-frequency band signal and locally decoding a result of encoding the low-frequency band signal; and using a ratio of energy of the low-frequency band signal to energy of a signal obtained by the locally decoding as the energy attenuation value.

5. The method according to claim 1 , wherein

the energy attenuation value is a preset value, and the energy attenuation value is obtained according to ratios of energy of multiple low-frequency band signals of a same-class frame to energy of signals obtained by decoding encoding results of the low-frequency band signals of the same-class frame, wherein the same-class frame is a data frame of the same signal class as the high-frequency band signal of the current frame.

6. A decoding method for processing voice/audio signals, comprising:

decoding, by a decoder, a bit stream to obtain a one of the group consisting of (a) a high-frequency band signal of a current frame and (b) a characteristic parameter of the high-frequency band signal of the current frame; wherein the decoder comprises a processor; and

attenuating, by the decoder, the one of the group consisting of (a) the high-frequency band signal and (b) the characteristic parameter of the high-frequency band signal according to an energy attenuation value of a low-frequency band signal of the current frame, wherein the energy attenuation value indicates energy attenuation of the low-frequency band signal caused by encoding of the low-frequency band signal.

7. The method according to claim 6 , further comprising:

decoding the bit stream to obtain a signal class of the high-frequency band signal of the current frame; and

wherein the attenuating the one of the group consisting of the high-frequency band signal and the characteristic parameter of the high-frequency band signal according to the energy attenuation value of the low-frequency band signal of the current frame comprises:

attenuating the one of the group consisting of the high-frequency band signal and the characteristic parameter of the high-frequency band signal according to the energy attenuation value and the signal class of the high-frequency band signal of the current frame.

8. The method according to claim 7 , wherein

the attenuating the one of the group consisting of the high-frequency band signal and the characteristic parameter of the high-frequency band signal according to the energy attenuation value and the signal class of the high-frequency band signal of the current frame comprises conditionally executing the following:

when the signal class of the high-frequency band signal of the current frame is one of the group consisting of a transient class, attenuating a high-frequency band time-domain signal and a time-domain envelope of the high-frequency band signal according to the energy attenuation value;

and

when the signal class of the high-frequency band signal of the current frame is one of the group consisting of a fricative class, a harmonic class and a normal class, attenuating one of the group consisting of a high-frequency band frequency-domain signal and a frequency-domain envelope of the high-frequency band signal according to the energy attenuation value.

9. The method according to claim 6 , further comprising:

decoding the bit stream to obtain the energy attenuation value, wherein the energy attenuation value indicates: a ratio of energy of the low-frequency band signal of the current frame to energy of a signal obtained by locally decoding a result of encoding, by an encoder, the low-frequency band signal of the current frame.

10. The method according to claim 6 , wherein

the energy attenuation value is a preset value, and the energy attenuation value is obtained according to a ratio of energy of a low-frequency band signal of a same-class frame to energy of a signal obtained by decoding a result of encoding the low-frequency band signal of the same-class frame, wherein the same-class frame is a data frame of the same signal class as the high-frequency band signal of the current frame.

11. An encoding device for processing voice/audio signals, comprising:

a processor;

a division unit controlled by the processor, configured to divide a current frame into a low-frequency band signal and a high-frequency band signal;

a correction unit controlled by the processor, configured to attenuate a one of the group consisting of the high-frequency band signal and a to-be-encoded characteristic parameter of the high-frequency band signal according to an energy attenuation value of the low-frequency band signal, wherein the energy attenuation value indicates energy attenuation of the low-frequency band signal caused by encoding of the low-frequency band signal of the current frame; and

an encoding unit controlled by the processor, configured to encode the one of the group consisting of the attenuated high-frequency band signal and the attenuated to-be-encoded characteristic parameter of the high-frequency band signal.

12. The device according to claim 11 , further comprising:

a signal class determining unit, configured to determine a signal class of the high-frequency band signal;

wherein the correction unit is configured to attenuate the one of the group consisting of the high-frequency band signal and the to-be-encoded characteristic parameter of the high-frequency band signal according to the energy attenuation value and the signal class of the high-frequency band signal.

13. The device according to claim 12 , wherein

the correction unit is configured to conditionally:

attenuate the one of the group consisting of a high-frequency band time-domain signal and a to-be-encoded time domain envelope of the high-frequency band signal according to the energy attenuation value when the signal class of the high-frequency band signal is a transient class;

and

attenuate the one of the group consisting of a high-frequency band frequency-domain signal and a to-be-encoded frequency domain envelope of the high-frequency band signal according to the energy attenuation value when the signal class of the high-frequency band signal is one of the group consisting of a fricative class, a harmonic class and a normal class.

14. The device according to claim 11 , further comprises:

an energy attenuation value obtaining unit configured to encode the low-frequency band signal and locally decode a result of encoding the low-frequency band signal; and use a ratio of energy of the low-frequency band signal to energy of a signal obtained by the local decoding as the energy attenuation value.

15. The device according to claim 11 , further comprises:

an energy attenuation value setting unit configured to set the energy attenuation value, wherein the energy attenuation value is obtained according to ratios of energy of multiple low-frequency band signals of a same-class frame to energy of signals obtained by decoding results of encoding the low-frequency band signals of the same-class frame, wherein the same-class frame is a data frame of the same signal class as the high-frequency band signal of the current frame.

16. A decoding device for processing voice/audio signals, comprising:

a processor;

a decoding unit controlled by the processor, configured to decode a bit stream to obtain a one of the group consisting of a high-frequency band signal of a current frame and a characteristic parameter of the high-frequency band signal of the current frame; and

a correction unit controlled by the processor, configured to attenuate the one of the group consisting of the high-frequency band signal and the characteristic parameter of the high-frequency band signal according to an energy attenuation value of a low-frequency band signal of the current frame, wherein the energy attenuation value indicates energy attenuation of the low-frequency band signal caused by encoding of the low-frequency band signal of the current frame.

17. The device according to claim 16 , wherein

the decoding unit is further configured to decode the bit stream to obtain a signal class of the high-frequency band signal of the current frame; and

the correction unit is configured to attenuate the one of the group consisting of the high-frequency band signal and the characteristic parameter of the high-frequency band signal according to the energy attenuation value and the signal class of the high-frequency band signal of the current frame.

18. The device according to claim 17 , wherein

the correction unit is configured to conditionally execute the following:

attenuating one of the group consisting of a high-frequency band time-domain signal and a time-domain envelope of the high-frequency band signal according to the energy attenuation value when the signal class of the high-frequency band signal of the current frame is a transient class;

and

attenuating one of the group consisting of a high-frequency band frequency-domain signal and a frequency-domain envelope of the high-frequency band signal according to the energy attenuation value when the signal class of the high-frequency band signal of the current frame is one of the group consisting of a fricative class, a harmonic class and a normal class.

19. The device according to claim 16 , wherein

the decoding unit is further configured to decode the bit stream to obtain the energy attenuation value, wherein the energy attenuation value indicates: a ratio of energy of the low-frequency band signal of the current frame to energy of a signal obtained by locally decoding a result of encoding, by an encoder, the low-frequency band signal of the current frame.

20. The device according to claim 16 , further comprising:

an energy attenuation value setting unit configured to set the energy attenuation value of the current frame, wherein the energy attenuation value is obtained according to a ratio of energy of a low-frequency band signal of a same-class frame to energy of a signal obtained by decoding a result of encoding the low-frequency band signal of the same-class frame, and the same-class frame is a data frame of the same signal class as the high-frequency band signal of the current frame.

21. A signal classification method for processing voice/audio signals, comprising:

dividing, by an encoder, a current frame into a low-frequency band signal and a high-frequency band signal; wherein the encoder comprises a processor;

determining, by the encoder, according to a value requirement of a preset encoding/decoding characteristic parameter corresponding to a signal class, whether an encoding/decoding characteristic parameter of the current frame corresponding to the signal class meets the value requirement of the encoding/decoding characteristic parameter; and

determining, by the encoder, a signal class of the high-frequency band signal of the current frame according to a determining result.

22. The method according to claim 21 , wherein

the preset encoding/decoding characteristic parameter corresponding to the signal class comprises an encoding/decoding characteristic parameter corresponding to a noise class; and

the encoding/decoding characteristic parameter corresponding to the noise class is one of the group consisting of: a correlation parameter between an amplitude of a low-frequency band frequency-domain signal and an amplitude of a high-frequency band frequency-domain signal, and a correlation parameter between energy of the low-frequency band frequency-domain signal and energy of the high-frequency band frequency-domain signal.

23. The method according to claim 22 , further comprising:

determining whether the number of sub-bands having a peak-to-average ratio smaller than a second threshold is greater than a second predetermined number; and

wherein the determining the signal class of the high-frequency band signal of the current frame comprises:

when the number of sub-bands having a peak-to-average ratio smaller than the second threshold is greater than the second predetermined number, and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the noise class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the noise class, determining that the signal class of the high-frequency band signal of the current frame is the noise class.

24. The method according to claim 21 , wherein

the preset encoding/decoding characteristic parameter corresponding to the signal class comprises a one of the group consisting of an encoding/decoding characteristic parameter corresponding to a predicted class, and an encoding/decoding characteristic parameter corresponding to a harmonic class; and

the encoding/decoding characteristic parameter corresponding to the predicted class and the encoding/decoding characteristic parameter corresponding to the harmonic class are one of the group consisting of: a correlation parameter between a frequency-domain coefficient of the low-frequency band signal and a frequency-domain coefficient of the high-frequency band signal, a correlation parameter between an absolute value of the frequency-domain coefficient of the low-frequency band signal and an absolute value of the frequency-domain coefficient of the high-frequency band signal, a correlation parameter between a frequency-domain coefficient of a low-frequency band excitation spectrum and a frequency-domain coefficient of a high-frequency band excitation spectrum, and a correlation parameter between an absolute value of the frequency-domain coefficient of the low-frequency band excitation spectrum and an absolute value of the frequency-domain coefficient of the high-frequency band excitation spectrum.

25. The method according to claim 24 , further comprising:

determining whether the number of sub-bands having a peak-to-average ratio greater than a first threshold is greater than a first predetermined number; and

when the preset encoding/decoding characteristic parameter corresponding to the signal class comprises the encoding/decoding characteristic parameter corresponding to the harmonic class, the determining the signal class of the high-frequency band signal of the current frame comprises:

when the number of sub-bands having a peak-to-average ratio greater than the first threshold is greater than the first predetermined number and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the harmonic class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the harmonic class, determining that the signal class of the high-frequency band signal of the current frame is the harmonic class.

26. The method according to claim 24 , further comprising:

determining whether the number of sub-bands having a peak-to-average ratio greater than a first threshold is greater than a first predetermined number; and

when the preset encoding/decoding characteristic parameter corresponding to the signal class comprises the encoding/decoding characteristic parameter corresponding to the predicted class, the determining the signal class of the high-frequency band signal of the current frame comprises:

when the number of sub-bands having a peak-to-average ratio greater than the first threshold is not greater than the first predetermined number and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the predicted class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the predicted class, determining that the signal class of the high-frequency band signal of the current frame is the predicted class.

27. The method according to claim 21 , wherein

the preset encoding/decoding characteristic parameter corresponding to the signal class further comprises an encoding/decoding characteristic parameter corresponding to a predicted class, and an encoding/decoding characteristic parameter corresponding to a harmonic class;

each of the encoding/decoding characteristic parameter corresponding to the predicted class and the encoding/decoding characteristic parameter corresponding to the harmonic class is one of the group consisting of: a correlation parameter between a frequency-domain coefficient of the low-frequency band signal and a frequency-domain coefficient of the high-frequency band signal, a correlation parameter between an absolute value of the frequency-domain coefficient of the low-frequency band signal and an absolute value of the frequency-domain coefficient of the high-frequency band signal, a correlation parameter between a frequency-domain coefficient of a low-frequency band excitation spectrum and a frequency-domain coefficient of a high-frequency band excitation spectrum, and a correlation parameter between an absolute value of the frequency-domain coefficient of the low-frequency band excitation spectrum and an absolute value of the frequency-domain coefficient of the high-frequency band excitation spectrum; and

the method further comprises: determining whether the number of sub-bands having a peak-to-average ratio greater than a first threshold is greater than a first predetermined number; and determining whether the number of sub-bands having a peak-to-average ratio smaller than a second threshold is greater than a second predetermined number; and

wherein the determining the signal class of the high-frequency band signal of the current frame comprises conditionally executing the following:

when the number of sub-bands having a peak-to-average ratio greater than the first threshold is greater than the first predetermined number, and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the harmonic class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the harmonic class, determining that the signal class of the high-frequency band signal of the current frame is the harmonic class; and

when the number of sub-bands having a peak-to-average ratio greater than the first threshold is not greater than the first predetermined number, the number of sub-bands having a peak-to-average ratio smaller than the second threshold is not greater than the second predetermined number, and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the predicted class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the predicted class, determining that the signal class of the high-frequency band signal of the current frame is the predicted class.

28. The method according to claim 21 , further comprising:

dividing a full-frequency time-domain signal of the current frame into N sub-frames, and when energy of one sub-frame is greater than a predetermined number of times of energy of a previous sub-frame of the sub-frame, determining that the signal class of the high-frequency band signal of the current frame is a transient class.

29. A signal classification device for processing voice/audio signals, comprising:

a processor;

a division unit controlled by the processor, configured to divide a current frame into a low-frequency band signal and a high-frequency band signal;

a judgment unit controlled by the processor, configured to determine, according to a value requirement of a preset encoding/decoding characteristic parameter corresponding to a signal class, whether an encoding/decoding characteristic parameter of the current frame corresponding to the signal class meets the value requirement of the encoding/decoding characteristic parameter; and

a determination unit controlled by the processor, configured to determine a signal class of the high-frequency band signal of the current frame according to a determining result.

30. The device according to claim 29 , wherein

the preset encoding/decoding characteristic parameter corresponding to the signal class comprises: an encoding/decoding characteristic parameter corresponding to a noise class; and

the encoding/decoding characteristic parameter corresponding to the noise class is one of the group consisting of: a correlation parameter between an amplitude of a low-frequency band frequency-domain signal and an amplitude of a high-frequency band frequency-domain signal, and a correlation parameter between energy of the low-frequency band frequency-domain signal and energy of the high-frequency band frequency-domain signal.

31. The device according to claim 30 , wherein

the device further comprises: a second peak-to-average ratio judgment unit, configured to determine whether the number of sub-bands having a peak-to-average ratio smaller than a second threshold in the high-frequency band signal of the current frame is greater than a second predetermined number; and

the determination unit comprises:

a noise class determining unit, configured to determine that the signal class of the high-frequency band signal of the current frame is the noise class, when the number of sub-bands having a peak-to-average ratio smaller than the second threshold is greater than the second predetermined number, and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the noise class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the noise class.

32. The device according to claim 29 , wherein

the preset encoding/decoding characteristic parameter corresponding to the signal class comprises an encoding/decoding characteristic parameter corresponding to a predicted class, or an encoding/decoding characteristic parameter corresponding to a harmonic class; and

each of the encoding/decoding characteristic parameter corresponding to the predicted class and the encoding/decoding characteristic parameter corresponding to the harmonic class is one of the group consisting of: a correlation parameter between a frequency-domain coefficient of the low-frequency band signal and a frequency-domain coefficient of the high-frequency band signal, a correlation parameter between an absolute value of the frequency-domain coefficient of the low-frequency band signal and an absolute value of the frequency-domain coefficient of the high-frequency band signal, a correlation parameter between a frequency-domain coefficient of a low-frequency band excitation spectrum and a frequency-domain coefficient of a high-frequency band excitation spectrum, and a correlation parameter between an absolute value of the frequency-domain coefficient of the low-frequency band excitation spectrum and an absolute value of the frequency-domain coefficient of the high-frequency band excitation spectrum.

33. The device according to claim 29 , wherein

the device further comprises: a first peak-to-average ratio judgment unit, configured to determine whether the number of sub-bands having a peak-to-average ratio greater than a first threshold in the high-frequency band signal of the current frame is greater than a first predetermined number; and

when the preset encoding/decoding characteristic parameter corresponding to the signal class comprises the encoding/decoding characteristic parameter corresponding to the harmonic class, the determination unit comprises:

a harmonic class determining unit, configured to determine that the signal class of the high-frequency band signal of the current frame is the harmonic class, when the number of sub-bands having a peak-to-average ratio greater than the first threshold is greater than the first predetermined number, and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the harmonic class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the harmonic class.

34. The device according to claim 29 , wherein

the device further comprises: a first peak-to-average ratio judgment unit, configured to determine whether the number of sub-bands having a peak-to-average ratio greater than a first threshold in the high-frequency band signal of the current frame is greater than a first predetermined number; and

when the preset encoding/decoding characteristic parameter corresponding to the signal class comprises the encoding/decoding characteristic parameter corresponding to the predicted class, the determination unit comprises:

a predicted class determining unit, configured to determine that the signal class of the high-frequency band signal of the current frame is the predicted class, when the number of sub-bands having a peak-to-average ratio greater than the first threshold is not greater than the first predetermined number, and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the predicted class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the predicted class.

35. The device according to claim 29 , wherein

the preset encoding/decoding characteristic parameter corresponding to the signal class comprises an encoding/decoding characteristic parameter corresponding to a predicted class, and an encoding/decoding characteristic parameter corresponding to a harmonic class;

each of the encoding/decoding characteristic parameter corresponding to the predicted class and the encoding/decoding characteristic parameter corresponding to the harmonic class is one of the group consisting of: a correlation parameter between a frequency-domain coefficient of the low-frequency band signal and a frequency-domain coefficient of the high-frequency band signal, a correlation parameter between an absolute value of the frequency-domain coefficient of the low-frequency band signal and an absolute value of the frequency-domain coefficient of the high-frequency band signal, a correlation parameter between a frequency-domain coefficient of a low-frequency band excitation spectrum and a frequency-domain coefficient of a high-frequency band excitation spectrum, and a correlation parameter between an absolute value of the frequency-domain coefficient of the low-frequency band excitation spectrum and an absolute value of the frequency-domain coefficient of the high-frequency band excitation spectrum;

the device further comprises: a first peak-to-average ratio judgment unit, configured to determine whether the number of sub-bands having a peak-to-average ratio greater than a first threshold in the high-frequency band signal of the current frame is greater than a first predetermined number; and a second peak-to-average ratio judgment unit, configured to determine whether the number of sub-bands having a peak-to-average ratio smaller than a second threshold in the high-frequency band signal of the current frame is greater than a second predetermined number; and

the determination unit comprises:

a harmonic class determining unit, configured to determine that the signal class of the high-frequency band signal of the current frame is the harmonic class, when the number of sub-bands having a peak-to-average ratio greater than the first threshold is greater than the first predetermined number, and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the harmonic class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the harmonic class; and

a predicted class determining unit, configured to determine that the signal class of the high-frequency band signal of the current frame is the predicted class, when the number of sub-bands having a peak-to-average ratio greater than the first threshold is greater than the first predetermined number, the number of sub-bands having a peak-to-average ratio smaller than the second threshold is not greater than the second predetermined number, and a value of the encoding/decoding characteristic parameter of the current frame corresponding to the predicted class meets the value requirement of the preset encoding/decoding characteristic parameter corresponding to the predicted class.

36. The device according to claim 29 , wherein

the device further comprises:

a transient class determining unit, configured to divide a full-frequency band time-domain signal of the current frame into N sub-frames, and when energy of one sub-frame is greater than a predetermined number of times of energy of a previous sub-frame of the sub-frame, determine that the signal class of the high-frequency band signal of the current frame is a transient class.