HK1177650B - Apparatus, method and computer program for generating a wideband signal using guided bandwidth extension and blind bandwidth extension - Google Patents
Apparatus, method and computer program for generating a wideband signal using guided bandwidth extension and blind bandwidth extension Download PDFInfo
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- HK1177650B HK1177650B HK13105507.0A HK13105507A HK1177650B HK 1177650 B HK1177650 B HK 1177650B HK 13105507 A HK13105507 A HK 13105507A HK 1177650 B HK1177650 B HK 1177650B
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Description
The present invention relates to audio processing, and specifically to a device and method and computer program for combined blind and guided bandwidth extension.
Storage or transmission of audio signals is often subject to strict bitrate constraints. In the past, coders were forced to drastically reduce the transmitted audio bandwidth when only a very low bitrate was available. Modern audio codecs are nowadays able to code wideband signals by using bandwidth extension (BWE) methods. These algorithms rely on a parametric representation of the high-frequency content (HF) - which is generated from the waveform coded low-frequency part (LF) of the decoded signal by means of transposition into the HF spectral region ("patching") and application of a parameter driven post processing.
The post processing includes the adaptation of energy levels to target the energy distribution of the original signal (also known as. envelope shaping) but also the adaptation of the perceived tonality in the transposed HF bands with the help of band selective inverse filtering (decreasing tonality), addition of a synthetic noise floor (decreasing tonality) or addition of individual sinusoids (increasing tonality).
The BWE exploits the correlation between LF and HF and aims at generating HF information which is as similar to original HF content as possible. Such a BWE extends the frequency up to a certain highest frequency Fmax. The decision of highest frequency thereby depends on a trade-off of quality and bitrate.
A related technology is included in the MPEG-4 standard (ISO/IEC 14496-3: 2005(E)). Particularly, section 4.6.18 of this standard comprises the spectral band replication (SBR) tool. This tool extends the audio bandwidth of the decoded bandwidth-limited audio signal. This process is based on replication of the sequences of harmonics, previously truncated in order to reduce data rate from the available bandwidth limited signal and control data obtained from the encoder. The ratio between tonal and noise-like components is maintained by adaptive inverse filtering as well as an addition of noise and sinusoidals. The control data obtained from the encoder comprise spectral envelope adjustment data for adjusting the spectral envelope of the patched signal and, additionally, inverse filtering data for setting the ratio between tonal and noise-like components, information on noise to be added to the patched signal and information on missing harmonics to be added to the patched signal within an SBR operation for generating a wideband signal.
This standardized procedure only performs a guided bandwidth extension, since the maximum frequency up to which a wideband signal is generated is also reflected by the parametric data attached to the lowband high resolution signal. Hence, for improving the quality of the audio signal by generating a higher bandwidth signal, additional parametric data is required which additionally enhances the bitrate of the transmitted data. On the other hand, when the bitrate is to be reduced for transmission channel capacity reasons, then one might cut parametric data for the highest or some of the highest bands of the replicated signal at the encoder. This automatically results in a reduction of the audio quality, since an SBR decoder will only generate a high frequency portion up to a frequency, i.e. up to a certain band, for which parametric data is included in the incoming data or bitstream. Hence, reducing the bitrate results in a reduction of the audio quality or an enhancement of the audio quality results in an increase of the bitrate.
The technical publication "Artificial Bandwidth Extension without Side Information for ITU-T G.729.1", B. Geiser, et al., INTERSPEECH 2007, August 27, 2007, pgs. 2493-2496, discloses a concept for an artificial bandwidth extension without side information, where a high band parameter estimation is performed using an MMSE estimation, a posteriori probabilities and post-processing of the estimated parameters.
The prior art publication "Beyond Wideband Telephony - Bandwidth Extension for Super-Wideband Speech", B. Geiser, et al., DAGA 2008, March 13, 2008, pgs. 635-636, discloses a method for artificial bandwidth extension of wideband speech signals, where super wideband parameters are estimated based on the wideband speech signal.
"T.729-Based Embedded Variable Bit-Rate Coder: an 8-32 kbit/s Scalable Wideband Coder Bitstream Interoperable with G.729, ITU-T Recommendation G.729.1" (05/2006) discloses the G.729-based embedded variable bit-rate coder.
It is the object of the present invention to provide in improved bandwidth extension concept which allows, on the one hand, a high quality and, on the other hand, a low bitrate.
This object is achieved by an apparatus for generating a wideband signal in accordance with claim 1, a method of generating a wideband signal in accordance with claim 12, or a computer program in accordance with claim 13.
The present invention is based on the finding that for improving the audio quality and/or decreasing the bitrate, a guided bandwidth extension operation is combined with a blind bandwidth extension operation. A blind bandwidth extension operation is a bandwidth extension operation, for which no parameters have been transmitted. Stated differently, a blind bandwidth extension operation will result in spectral components of a signal which belong to frequencies above a maximum frequency, for which bandwidth extension parameters have been transmitted in the bitstream.
A processor for performing a guided bandwidth extension operation using the lowband input signal and a transmitted parameter set to generate a first frequency content extending up to the first frequency is additionally adapted for performing a blind bandwidth extension operation using the lowband signal or the first frequency content and a second parameter set to generate a second frequency content extending up to a second frequency being higher than the first frequency. The second parameter is not transmitted from a bandwidth extension encoder, but is generated by a parameter generator for generating the second parameter set from the first parameter set or from the first frequency content alone on the bandwidth extension decoder side. Stated differently, the blind bandwidth extension operation may operate similarly to the guided bandwidth extension operation. The difference, however, is that any parametric data which is used by the bandwidth extension operation is generated on an encoder-side and is transmitted from the encoder to the decoder. For a blind bandwidth extension operation, however, no parameters are generated on the encoder side and are not transmitted from the encoder to the decoder, but are solely and only produced on the decoder-side using the information available on the decoder, but without using any information on the corresponding frequency content of the original signal. Information on the original audio signal corresponding to the frequency components generated by the blind bandwidth extension operation are not at all available at the decoder, since neither the lowband signal nor the transmitted parametric data for the first frequency content include any information on the second frequency content. This information is generated on the decoder-side alone without using any transmitted parametric data, i.e., a "blind" way.
It is an advantage of the present invention that the present invention further improves the perceptual quality of bandwidth extended signals by combining a guided bandwidth extension (gBWE) with a blind bandwidth extension (bBWE). The present invention relies on exploiting the correlation of a high frequency content and a very high frequency content, where the high frequency content corresponds to the frequency bandwidth covered by the transmitted parametric data used in the above referenced contemporary bandwidth extension schemes.
The subject of the present invention is to further improve the perceptual quality of BWE signals by combining guided BWE (gBWE) with a blind BWE (bBWE). This is achieved by exploiting the correlation of high and very high frequency content.
Contemporary bandwidth extension schemes, like spectral band replication (SBR) or harmonic bandwidth extension (HBE) firstly carry out a patching operation in order to generate HF content. This patching can be any kind of non linear processing such as clipping, taking absolute values or phase vocoders; it can also incorporate single sideband modulation, or interpolation. The generated patches are then adapted to the original HF content with the help of additional parameters.
Aside from gBWE, there are bBWE methods that simply aim at extending bandwidth of audio signals. This can be done by inserting HF noise, clipping, etc. but without any side information.
The application of state-of-the-art BWE methods produces band limited signals and does not fully exploit redundancy within HF content of signals. Therefore, the maximal possible bandwidth is not achieved. A hard low-pass filtered signal can additionally perceived as tonal with the pitch of the cutoff frequency of the low pass filter, in particular, if the signal is noise-like. Additionally, such a low pass filter can produce temporal distortions.
These disadvantages are addressed by the present invention in that the blind bandwidth extension operation is applied to the very high frequency content, i.e. the second frequency content extending to the second frequency which is higher than the first frequency. In order to nevertheless keep the transmission rate low, no parametric data is transmitted from an encoder to a decoder for this second frequency content and is therefore not received by the apparatus for generating a wideband signal.
The proposed concept, therefore, avoids a tonality due a steep filter slope at a cutoff frequency of a signal. Furthermore, temporal distortions are reduced due to these filter characteristics. Additionally, the present invention results in a widening of the perceived bandwidth of the signal without additional or only small side information. It can be applied as a post processor on top of any underlying bandwidth extension method.
The inventive concept is, therefore, suitable for all audio applications that use a parameter driven bandwidth extension scheme or is also useable for any audio or speech coder which is enhanced with a decoder-side bandwidth extension operation for an enhanced audio quality.
Preferred embodiments of the present invention are subsequently discussed with respect to the accompanying drawings, in which:
- Figs. 1a to 1c
- illustrate different applications of guided and blind bandwidth extension concepts;
- Fig. 2a
- illustrates a diagram of the frequency content of a wideband signal generated from a lowband signal using a guided bandwidth extension for generating the first frequency content and a blind bandwidth extension operation for generating a second frequency content;
- Fig. 2b
- illustrates a preferred embodiment of the apparatus for generating a wideband signal;
- Fig. 3
- illustrates a further preferred embodiment of an apparatus or method for generating a wideband signal; and
- Fig. 4
- illustrates a flowchart for implementing a preferred embodiment of the inventive concept.
As illustrated in Fig. 2a , the guided bandwidth extension operation is performed for generating the first frequency content and the blind bandwidth operation is performed for generating the second frequency content which is higher in frequency than the first frequency content. The first and the second frequency contents may be non-overlapping
The first frequency content 25c and the second frequency content 25d are transmitted together with the lowband input signal 20 to a combiner 26 in Fig. 2b , which generates a wideband signal. Depending on the application, the combiner can be a synthesis filterbank or can be a time domain combiner. The specific implementation of the combiner 26 depends on the implementation of the processor 23, i.e. whether the lowband signal, the first frequency content and the second frequency content are available as time domain signals having corresponding frequency contents, available as subband signals or transformed signals, i.e. signals available in a frequency representation.
The patched signal is input into a shaper 11 and at the output of the shaper 11 a shaped, patched signal is obtained. Then, in a combiner 12 the lowband signal 21 and the shaped, patched signal output by the shaper 11 are combined in order to obtain the wideband signal 13 at the output of the combiner.
Therefore, the difference between Fig. 1b and Fig. 1a is that the order between the shaper 11 and the patcher 10 is reversed.
In an alternative implementation, the patcher is directly applied to the lowband signal as in Fig. 1a . However, the lowband signal 21 and the patched but not yet shaped signal are then combined in order to obtain a combined signal at the output of block 12. This combined signal already has the frequency content 25a, 25c, 25e of Fig. 2a , but the first frequency content 25c and the second frequency content 25e are not yet shaped. This shaping of the high frequency content of the combined signal is then performed by the shaper 11 connected subsequent to the combiner 12.
In all implementations of the shaper in Figs. 1a, 1b and 1c , the shaper uses the first set of parameters for performing the guided bandwidth extension and the second set of parameters for performing the blind bandwidth extension, where the second set of parameters is derived from the first set of parameters and/or the first frequency content by the parameter generator 24 illustrated in Fig. 2b , but not illustrated in Fig. 1a, 1b or 1c .
In preferred embodiments of the present invention, a blind bandwidth extension operation is applied on top of the guided bandwidth extension operation. In Fig. 3 this is illustrated by using the transmitted first parameter set in blocks 11a and 31, and by using the second parameter set not transmitted from the encoder to the decoder by block 11b. The output of the guided bandwidth extension operation is used for further extending the bandwidth of the signal without any additional side information as illustrated by forwarding the first frequency content 25c to block 32 in Fig. 3 . As tonality and spectral shape are already adapted to the signal and one can assume that the high frequency content does not change significantly for very high frequencies, the processed extended signal obtained at block 31 is patched in order to further extend it. It is preferred to use the upper frequency content, i.e., the first frequency content, for the blind bandwidth extension part, but arbitrary parts of the spectrum could also be used.
For the blind bandwidth extension, the side information that was used for the guided bandwidth extension can be extrapolated as illustrated by the parameter generator or sideinfo extrapolation block 24. The spectral shaping of the blind bandwidth extension part, i.e. the application of energy or power parameters per band of the blind bandwidth extension part, corresponds to the spectral shaping in block 11b. To this end, the energy parameters, i.e., parameters being a measure depending on the energy in a frequency band, for the frequency bands of the second frequency content 25e have to be calculated. This can be done by defining the regression line for a logarithm of the energy of the highest 1 to 4 kHz of the guided bandwidth extension signal. This regression line is illustrated at 29 in Fig. 2a . It is preferable that the derivative of this extrapolated line is smaller than one.
An alternative implementation can be that the energy of the highest band of the first frequency content illustrated at 14 in Fig. 2a is measured and then the energies for the next bands 41, 42, 43 and 44 of the second frequency content 25e are reduced by an arbitrary amount such as 1.5 or 3 dB.
Hence, the second parameter set comprises, as a minimum, the energy values for the bands 41 to 44 of the second frequency content. These energy values can be calculated using the energy values included in the first parameter set, but can, as illustrated in the context of Fig. 2a , also be calculated without the first parameter set. Therefore, the parameter generator 24 only optionally receives the first parameter set and receives the first frequency content in order to either determine the regression line or in order to determine the energy of the highest band 40 of the first frequency content. When, however, the energy values for the bands 41 to 44 are calculated from the first parameter set alone, then the first frequency content is not required for calculating the second parameter set. In other embodiments the energy values for the second frequency content can also be calculated using a combination of the first frequency content and the energy values included in the first parameter set.
Additional parameters such as noise floor and inverse filtering can either be extrapolated or neglected for the blind bandwidth extension. If they are not taken into account in the blind bandwidth extension, the parameters used for guided bandwidth extension, i.e. the transmitted parameters 21, are also applied to control the spectral part processed by the blind bandwidth extension (BWE II) illustrated at 32 in Fig. 3 . Alternatively, any other shaping operation different from spectral shaping using the energy parameters can be omitted.
As discussed earlier, the second parameter set can be derived from the first parameter set and/or the first frequency content in different manners, where for some implementations only the first frequency content is used and the first parameter set is not used, where for other applications only the first parameter set is used and the first frequency content is not used, and where for further implementations a combination of the first parameter set and the first frequency content is used. Furthermore, it is to be noted that for parameters other than the envelope adjustment energy parameters, those parameters cannot be used at all in the blind bandwidth extension operation or can be extrapolated from the first parameter set where a very straightforward way of extrapolating is using the same parameters in the second frequency content 25e which have been generated by the encoder for the first frequency content 25c. When, for example, it is considered that the first frequency content consists of twenty bands, and when the second frequency content consists of thirty bands, then the parameters for the first twenty bands of the second frequency content would be identical to the parameters for the first twenty bands of the first frequency content, and the remaining ten parameters for the last ten frequency bands of the second frequency content would be derived by extrapolation, or a tonality correction would not be applied in these last ten frequency bands at all.
Although some aspects have been described in the context of an apparatus, it is clear that these aspects also represent a description of the corresponding method, where a block or device corresponds to a method step or a feature of a method step. Analogously, aspects described in the context of a method step also represent a description of a corresponding block or item or feature of a corresponding apparatus.
The inventive transmitted signal can be stored on a digital storage medium or can be transmitted on a transmission medium such as a wireless transmission medium or a wired transmission medium such as the Internet.
Depending on certain implementation requirements, embodiments of the invention can be implemented in hardware or in software. The implementation can be performed using a digital storage medium, for example a floppy disk, a DVD, a CD, a ROM, a PROM, an EPROM, an EEPROM or a FLASH memory, having electronically readable control signals stored thereon, which cooperate (or are capable of cooperating) with a programmable computer system such that the respective method is performed.
Some embodiments according to the invention comprise a non-transitory data carrier having electronically readable control signals, which are capable of cooperating with a programmable computer system, such that one of the methods described herein is performed.
Generally, embodiments of the present invention can be implemented as a computer program product with a program code, the program code being operative for performing one of the methods when the computer program product runs on a computer. The program code may for example be stored on a machine readable carrier.
Other embodiments comprise the computer program for performing one of the methods described herein, stored on a machine readable carrier.
In other words, an embodiment of the inventive method is, therefore, a computer program having a program code for performing one of the methods described herein, when the computer program runs on a computer.
A further embodiment of the inventive methods is, therefore, a data carrier (or a digital storage medium, or a computer-readable medium) comprising, recorded thereon, the computer program for performing one of the methods described herein.
A further embodiment of the inventive method is, therefore, a data stream or a sequence of signals representing the computer program for performing one of the methods described herein. The data stream or the sequence of signals may for example be configured to be transferred via a data communication connection, for example via the Internet.
A further embodiment comprises a processing means, for example a computer, or a programmable logic device, configured to or adapted to perform one of the methods described herein.
A further embodiment comprises a computer having installed thereon the computer program for performing one of the methods described herein.
In some embodiments, a programmable logic device (for example a field programmable gate array) may be used to perform some or all of the functionalities of the methods described herein. In some embodiments, a field programmable gate array may cooperate with a microprocessor in order to perform one of the methods described herein. Generally, the methods are preferably performed by any hardware apparatus.
The above described embodiments are merely illustrative for the principles of the present invention. It is understood that modifications and variations of the arrangements and the details described herein will be apparent to others skilled in the art. It is the intent, therefore, to be limited only by the scope of the impending patent claims and not by the specific details presented by way of description and explanation of the embodiments herein.
Claims (13)
- Apparatus for generating a wideband signal (13) using a lowband input signal (20) and a first parameter set (21) describing the frequency content above a maximum frequency (25b) of the lowband input signal (20) and up to a first frequency (25d), wherein parameters describing a frequency content above the first frequency (25d) are not included in the first parameter set (21), comprising:a processor (23) for performing a parametric bandwidth extension operation using the lowband input signal and the first parameter set to generate a first frequency content (25c) extending up to the first frequency (25d), and for performing a blind bandwidth extension operation using the first frequency content (25c) and a second parameter set to generate a second frequency content (25e) extending up to a second frequency (25f) being higher than the first frequency (25d),wherein the processor (23) is configured to extract (50) the first parameter set (21) and the lowband input signal (20) from a bitstream; perform (51, 52) the parametric bandwidth extension using a patch of the lowband input signal and the first parameter set comprising shaping using the first parameter set to obtain a first shaped signal, wherein the patching generates the first frequency content; and performing (54, 55) the blind bandwidth extension using a patching of the first shaped signal and the second parameter set, wherein the patching of the first shaped signal generates the second frequency content,wherein the processor (23) comprises a parameter generator (24) for generating the second parameter set from the first frequency content (25c), wherein the parameter generator (23) is configured to derive spectral envelope parameters for the second parameter set for the second frequency content by an extrapolation from lower to higher frequencies of energy information of a shaped spectral envelope of the first frequency content.
- Apparatus in accordance with claim 1, wherein the processor (23) comprises:a patcher (10) for generating a patched signal having the first frequency content extending up to the first frequency and the second frequency content extending up to the second frequency;a shaper (11) for shaping the lowband input signal before generating the patched signal, for shaping the patched signal or for shaping a combination signal using a shaping operation; anda combiner (12) for combing the lowband input signal and the patched signal before or subsequent to the shaping operation to obtain a combination signal, wherein the combination signal is the wideband signal or wherein the wideband signal is derived from the combination signal by the shaping operation,wherein the shaper (11) is configured to perform the shaping operation so that the first frequency content of the wideband signal is shaped using the first parameter set and that the second frequency content of the wideband signal is influenced by the first frequency content and by the second parameter set derived from the first parameter set by the parameter generator (23).
- Apparatus in accordance with claim 1, wherein the parameter generator (24) is configured to perform the extrapolation by decreasing an energy of a band of the second frequency content with respect to an energy in a lower frequency adjacent band by a predetermined value, wherein an energy in a highest frequency band of the first frequency content is used as a starting value.
- Apparatus in accordance with claim 1, wherein the parameter generator (24) is configured to perform the extrapolation by calculating a regression line using a predetermined portion of the first frequency content and by extrapolating the regression line in frequency into the second frequency content to obtain energy values for frequency bands in the second frequency content.
- Apparatus in accordance with claim 4, wherein the parameter generator is configured to perform the extrapolation by calculating a regression line, wherein a derivative of the calculated regression line is smaller than one.
- Apparatus in accordance with one of the preceding claims, in which the first parameter set comprising a sequence of parameters of a specific parameter type, the sequence being defined over a frequency in the first frequency content, and wherein the parameter generator (24) is configured to extrapolate the sequence into the second frequency content to derive a sequence of parameters of the same type for the second parameter set.
- Apparatus in accordance with claim 6, in which the first parameter set comprises, as further parameter types, one or more members of the group consisting of noise parameters, tonality parameters or missing harmonics parameters.
- Apparatus in accordance with one of the preceding claims, in which the processor (23) is configured to use the noise parameters and tonality parameters in the first parameter set for the parametric bandwidth extension and to not use tonality parameters or noise parameters in the blind bandwidth extension, wherein the blind bandwidth extension is based on a patching of a result of the parametric bandwidth extension.
- Apparatus in accordance with one of the preceding claims, in which the lowband input signal is encoded, wherein the apparatus further comprises a decoder for decoding the encoded lowband input signal.
- Apparatus in accordance with one of the preceding claims, in which the processor (23) is configured to use, as a patching method for a parametric bandwidth extension, the patching of adjacent subbands in a source range in a filterbank to adjacent subbands in a target range of the filterbank, harmonically patching subbands in the source range to the target range, clipping, taking absolute values or using a phase vocoder, a single sideband modulation or an interpolation.
- Apparatus in accordance with one of claims 1 to 9, wherein the processor (23) is configured to use, as a patching method for the blind bandwidth extension, inserting high frequency noise or clipping.
- Method of generating a wideband signal (13) using a lowband input signal (20) and a first parameter set (21) describing the frequency content above a maximum frequency (25b) of the lowband input signal (20) and up to a first frequency (25d), wherein parameters describing a frequency content above the first frequency (25d) are not included in the first parameter set (21), comprising:performing a parametric bandwidth extension operation using the lowband input signal and the first parameter set to generate a first frequency content (25c) extending up to the first frequency (25d) by extracting (50) the first parameter set (21) and the lowband input signal (20) from a bitstream and by performing (51, 52) the parametric bandwidth extension using patching of the lowband input signal and the first parameter set comprising shaping using the first parameter set to obtain a first shaped signal, wherein the patching of the lowband input signal generates the first frequency content; andperforming a blind bandwidth extension operation using the first frequency content (25c) and a second parameter set to generate a second frequency content (25e) extending up to a second frequency (25f) being higher than the first frequency (25d) by using a patching of the first shaped signal and using the second parameter set, wherein the patching of the first shaped signal generates the second frequency content,wherein the performing a blind bandwidth extension operation comprises generating the second parameter set from the first frequency content (25c) by deriving spectral envelope parameters for the second parameter set for the second frequency content by an extrapolation from lower to higher frequencies of energy information of a shaped spectral envelope of the first frequency content.
- Computer program comprising a program code for performing, when running on a computer, the method of claim 12.
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US61/324,962 | 2010-04-16 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| HK1177650A HK1177650A (en) | 2013-08-23 |
| HK1177650B true HK1177650B (en) | 2019-10-04 |
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