EP3138095A1 - Correction de perte de trame perfectionnée avec information de voisement - Google Patents
Correction de perte de trame perfectionnée avec information de voisementInfo
- Publication number
- EP3138095A1 EP3138095A1 EP15725801.3A EP15725801A EP3138095A1 EP 3138095 A1 EP3138095 A1 EP 3138095A1 EP 15725801 A EP15725801 A EP 15725801A EP 3138095 A1 EP3138095 A1 EP 3138095A1
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- components
- frame
- decoding
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- Prior art date
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Classifications
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L19/00—Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis
- G10L19/005—Correction of errors induced by the transmission channel, if related to the coding algorithm
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L19/00—Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis
- G10L19/02—Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis using spectral analysis, e.g. transform vocoders or subband vocoders
- G10L19/028—Noise substitution, i.e. substituting non-tonal spectral components by noisy source
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/78—Detection of presence or absence of voice signals
- G10L25/81—Detection of presence or absence of voice signals for discriminating voice from music
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L19/00—Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis
- G10L19/04—Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis using predictive techniques
- G10L19/16—Vocoder architecture
- G10L19/18—Vocoders using multiple modes
- G10L19/20—Vocoders using multiple modes using sound class specific coding, hybrid encoders or object based coding
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/93—Discriminating between voiced and unvoiced parts of speech signals
- G10L2025/932—Decision in previous or following frames
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/93—Discriminating between voiced and unvoiced parts of speech signals
Definitions
- the present invention relates to the field of telecommunication coding / decoding, and more particularly that of decoding frame loss correction.
- a "frame” is understood to mean an audio segment composed of at least one sample (so that the invention applies equally well to the loss of one or more samples coded according to the G.711 standard, as well as to a loss of one or more sample packets coded according to G.723, G.729, etc.).
- the loss of audio frames occurs when a real-time communication using an encoder and a decoder is disturbed by the conditions of a telecommunication network (radio frequency problems, congestion of the access network, etc.).
- the decoder uses frame loss correction mechanisms to try to substitute the missing signal with a reconstructed signal by using information available to the decoder (for example the audio signal already decoded for one or more past frames). This technique can maintain quality of service despite degraded network performance.
- Frame loss correction techniques are most often very dependent on the type of coding used.
- CELP coding it is common to repeat certain parameters decoded at the previous frame (spectral envelope, pitch, dictionary gains), with adjustments such as a modification of the spectral envelope to converge towards a medium envelope or the use of a random fixed dictionary.
- the document FR 1350845 proposes a hybrid method that combines the advantages of the two methods by making it possible to maintain phase continuity in the transformed domain.
- the present invention falls within this framework.
- a detailed description of the solution that is the subject of this document FR 1350845 is described below with reference to FIG. 1.
- This solution even if it is particularly promising, remains to be perfected because, when the coded signal has only a fundamental period ( "Mono pitch") such as for example a voiced segment of a speech signal, the audio quality after lost frame correction can to be degraded and worse than with a loss of frame correction by a speech model of the CELP type for example (for "Code-Excited Linear Prediction").
- the invention improves the situation.
- the method comprises the steps:
- the amount of noise added to the addition of components is weighted according to a voicing information of the valid signal obtained at decoding.
- the voicing information used at decoding, transmitted to at least one encoder bit rate makes it possible to give more importance to the sinusoidal components of the past signal if this signal is voiced, or to give more importance to the noise. otherwise, which gives an audible result much more satisfying.
- the complexity of the treatments is then advantageously reduced, in particular in the case of an unvoiced signal, without degrading the quality of the synthesis.
- this noise signal is weighted by a smaller gain in the event of a voicing of the valid signal.
- this noise signal can be obtained from the frame previously received by a residue between the received signal and the addition of the selected components.
- the number of components selected for the addition is greater in case of voicing of the valid signal.
- the number of components selected for the addition is greater in case of voicing of the valid signal.
- a complementary embodiment may be chosen, in which more components are selected if the signal is voiced while minimizing the gain to be applied to the noise signal.
- the overall amount of energy attenuated by applying a gain smaller than 1 on the noise signal is partially offset by the selection of more components.
- the gain to be applied to the noise signal is not decreased and fewer components are selected if the signal is unvoiced or only slightly voiced.
- the aforesaid period can be sought in a valid signal segment of greater duration in case of voicing of the valid signal.
- a search is carried out, by correlation in the valid signal, of a repetition period corresponding typically to at least one pitch period if the signal is voiced and in this case , especially for men's voices, the search for pitch can be done over 30 milliseconds for example.
- the voicing information is provided in a coded stream received at decoding and corresponding to the aforementioned signal comprising a succession of samples distributed in successive frames. In case of decoded frame loss, then, the voicing information contained in a valid signal frame preceding the lost frame is used.
- the voicing information is derived from an encoder generating a coded stream and determining the voicing information, and in a particular embodiment, the information of voicing is encoded on a single bit in the encoded stream.
- the encoder generation of this voicing data may be conditioned by the fact that the rate is sufficient or not on a communication network between the encoder and the decoder. For example, if the rate is below a threshold, this voicing data is not transmitted by the encoder to save bandwidth.
- the last voicing information acquired at the decoder can be used for the frame synthesis, or alternatively it may be decided to apply the case of a non-voicing for the frame synthesis. .
- the value taken by the gain applied to the noise signal can also be binary and, if the signal is voiced, the value of the gain is set to 0. , 25, and it is 1 otherwise.
- the voicing information comes from an encoder determining a value of flatness or harmonicity of the spectrum (obtained for example by comparing the amplitudes of the spectral components of the signal, with a background noise), the encoder delivering then this value in binary form in the coded stream (on more than one bit).
- the value of the gain may be a function of the aforementioned flatness value (for example according to a continuous variation increasing as a function of this value).
- said flatness value can be compared to a threshold to determine:
- the signal is voiced if the value of flatness is below the threshold
- the selection criteria of the components and / or choice of signal segment duration in which the pitch is sought may be binary.
- the spectral components whose amplitudes are greater than those of the first neighboring spectral components, as well as the first neighboring spectral components, are selected, and
- pitch search segment duration for example:
- the period is sought in a valid signal segment of duration greater than 30 milliseconds (for example 33 milliseconds),
- the period is searched for in a valid signal segment of duration less than 30 milliseconds (for example 28 milliseconds).
- the purpose of the invention is to improve the state of the art within the meaning of document FR 1350845 by modifying various stages of the processing presented in this document (search for pitch, selection of components, noise injection), but nevertheless depending in particular characteristics of the original signal.
- These characteristics of the original signal may be encoded as particular information in the data stream to the decoder (or "bitstream") depending on the classification of the speech and / or music, and the case of the speech class. in particular.
- This information in the decoding stream makes it possible to optimize the compromise between complexity and quality and, jointly, to:
- Such an embodiment can be implemented in an encoder for the determination of the voicing information, and more particularly in a decoder, particularly in the case of loss of frame. It can be implemented as software in a coded / decoded implementation for Enhanced Voice Services ("EVS") specified by the 3GPP (SA4) group.
- EVS Enhanced Voice Services
- SA4 3GPP
- the present invention also provides a computer program comprising instructions for implementing the above method, when the program is executed by a processor. An example of a flowchart of such a program is presented in the detailed description below with reference to FIG. 4 for the decoding and with reference to FIG. 3 for the coding.
- the present invention also relates to a device for decoding a digital audio signal comprising a succession of samples distributed in successive frames.
- the device comprises means (such as a processor and a memory, or an ASIC component or other circuit) for replacing at least one lost signal frame, by:
- the present invention also provides a device for encoding a digital audio signal, comprising means (such as a memory and a processor, or an ASIC component or other circuit) for providing a voice information in a coded stream that delivers the coding device, distinguishing a speech signal that can be voiced by a music signal, and, in the case of a speech signal, by:
- FIG. 2 schematically illustrates the main steps of a method within the meaning of the invention
- FIG. 3 illustrates an example of steps implemented in coding, in one embodiment in the sense of the invention
- FIG. 4 illustrates an example of steps implemented in decoding, in one embodiment in the sense of the invention
- FIG. 5 illustrates an example of steps implemented at decoding, for the search for pitch in a valid signal segment Ne
- FIG. 6 schematically illustrates an exemplary encoder and decoder device within the meaning of the invention.
- the audio buffer corresponds to the previous samples 0 to N-1.
- the audio buffer corresponds to the samples at the previous frame, and are not modifiable because this type of coding / decoding does not provide for delay in the return of the signal, so that it It is not planned to perform a crossfade of sufficient duration to cover a frame loss.
- Fc separation frequency
- This filtering is preferably a filtering without delay.
- this filtering step may be optional, the following steps being carried out in full band.
- the next step S3 consists of searching in the low band for a loopback point and a segment p (n) corresponding to the fundamental period (or "pitch” hereinafter) within the buffer b (n) resampled to the frequency Fc.
- This realization makes it possible to take into account the continuity of the pitch in the frame (s) lost (s) to be reconstructed.
- Step S4 consists of breaking down the segment p (n) into a sum of sinusoidal components.
- the discrete Fourier transform (DFT) of the signal p (n) can be computed over a period corresponding to the length of the signal. This gives the frequency, phase and amplitude of each of the sinusoidal components (or "peaks") that make up the signal.
- DFT discrete Fourier transform
- Other transforms than DFT are possible. For example, transforms of DCT, MDCT or MCLT type can be implemented.
- Step S5 is a step of selecting K sinusoidal components so as to keep only the most important components.
- the selection of the components corresponds firstly to selecting the amplitudes A (n) for which A (n)> A (n1) and A (n)> A (n + 1) with 3 ⁇ 4 e ⁇ 0; - '- î ⁇ , which ensures that the amplitudes correspond to the spectral peaks.
- the analysis by Fourier transform FFT is thus made more efficiently over a length which is a power of 2, without changing the effective pitch period ( interpolation)
- the step S6 sinusoidal synthesis consists in generating a segment s (n) of length at least equal to the size of the lost frame (T).
- the synthesis signal s (n) is calculated as a sum of the selected sinusoidal components:
- Step S7 consists of "injecting noise" (filling the spectral zones corresponding to the unselected lines) so as to compensate for the energy loss linked to the omission of certain frequency peaks in the low band.
- a particular embodiment consists of calculating the residue r (n) between the segment corresponding to the pitch p (n) and the signal synthesized.
- This residue of size P is transformed, for example, fenestrated and repeated by overlapping between windows of variable sizes, as described in document FR 1353551:
- Step S8 applied to the high band may simply consist of repeating the past signal.
- Step S9 the signal is synthesized by resampling the low band at its original frequency fc, after being mixed in step S8 to the high band filtered (simply repeated in step S11).
- Step S 10 is an overlap addition that ensures continuity between the signal before the frame loss and the synthesized signal.
- signaling information of the signal before loss of frame, transmitted to at least one encoder bit rate, is used at decoding (step DI-1) to quantitatively determine a proportion of noise to be added to the signal. synthesis signal replacing one or more lost frames.
- the decoder uses the voicing information, to decrease, as a function of the voicing, the general amount of noise mixed with the synthesis signal (by assigning a gain G (res) lower to the noise signal r '(k) from a residue in step DI-3, and / or selecting more amplitude components A (k) to be used for construction of the synthesis signal in step DI-4).
- the decoder can further adjust its parameters, including pitch search, to optimize the compromise quality / complexity of the treatment, according to the information of voicing. For example, for the pitch search, if the signal is voiced, the pitch search window Ne can be larger (in step DI-5), as will be seen later with reference to FIG.
- information can be provided by the encoder in two ways at at least one encoder rate:
- This "flatness" data PI of the spectrum can be received on several bits at the decoder at the optional step DI-10 of FIG. 2, then compared with a threshold at step DI-11, which amounts to determining at the steps DI-1 and DI-2 if the voicing is above or below a threshold, and deduce the appropriate treatments, in particular for the selection of peaks and for the choice of duration of the pitch search segment.
- This information (whether in the form of a single bit or a multi-bit value) is received from the encoder (at at least one code rate), in the example described here.
- the input signal presented in the form of frames C1 is analyzed in step C2.
- the analysis step consists in determining whether the audio signal of the current frame has characteristics that would require special treatment in the event of loss of frames to the decoder, as is the case, for example, on voiced speech signals.
- a classification speech / music or other
- a coder classification already makes it possible to adapt the technique used for the coding according to the nature of the signal (speech or music).
- predictive coders such as, for example, the coder according to the G.718 standard also use a classification so as to adapt the parameters of the coder to the nature of the signal (voiced / unvoiced, transient, generic, inactive).
- characterization for the loss of frame is reserved. It is added to the code stream (or bitstream) in step C3 to indicate whether the signal is a speech signal (voiced or generic). This bit is for example set to 1 or to 0 according to the case of the table below:
- Inactive 0 here we mean by "generic" a usual speech signal (which is not a transient related to the pronunciation of a plosive, which is not inactive, and which is not necessarily purely voiced as the pronunciation of a vowel without consonant).
- the information transmitted to the decoder in the coded stream is not binary but corresponds to a quantification of the ratio between the peak levels and the valley levels in the spectrum. This ratio can be expressed by a measure of "flatness" of the spectrum, denoted PI:
- x (k) is the amplitude spectrum of size N resulting from the analysis of the current frame in the frequency domain (after FFT).
- a sinusoidal analysis decomposing the signal to the sinusoidal component and noise encoder is available and the measure of flatness is obtained by ratio between the sinusoidal components and the overall energy on the frame.
- step C3 (comprising the single-bit voicing information or the flatness measurement over several bits)
- the audio buffer of the encoder is conventionally coded in a step C4 before possible subsequent transmission to the decoder.
- the decoder In the case where there are no frame losses in the step D1 (KO arrow at the output of the test D1 of FIG. 4), the decoder reads the information contained in the coded stream, including the information of " characterization for frame loss "in step D2 (at least one code rate). These are stored in memory so that they can be reused in case a next frame is missing. The decoder then continues the conventional decoding steps D3, etc. to obtain the SYN SYNTH synthesized output frame. In the case where a loss of frame (s) occurs (arrow OK at the output of the test D1), steps D4, D5, D6, D7, D8 and D12, corresponding respectively to the steps S2, S3, S4, S5, are applied. S6 and SU of FIG. 1.
- step S3 and S5 searches for a loopback point for the determination of the pitch
- D7 selection of the sinusoidal components
- the noise injection in step S7 of FIG. 1 is carried out with a gain determination according to two steps D9 and D10 in FIG. 4 of the decoder within the meaning of the invention.
- the invention consists in modifying the processing of steps D5, D7 and D9-D10, as follows.
- the "characterization for frame loss” information is binary, and of value:
- Step D5 consists in finding a loop point and a segment p (n) corresponding to the pitch within the audio buffer resampled at the frequency Fc.
- This technique described in document FR 1350845, is illustrated in FIG. 5, in which:
- the audio buffer at the decoder is of sample size N '
- the loop point is designated Pt Boucl and is Ns samples of the maximum correlation
- a correlated normal correlation (n) is calculated between the target buffer segment of size Ns lying between N'-Ns and N'-1 (of a duration of for example 6 ms) and the sliding segment of size Ns which begins between sample 0 and Ne (with Nc>N'-Ns): b (p + k) ⁇ , ⁇ '- Ns -
- step D7 of FIG. 4 sinusoidal components are selected so as to keep only the most important components.
- the first selection of components ionize the amplitudes A (n) for which A (n)> A (n1) and A (n)> A (n + 1) with
- the signal that one seeks to reconstruct is a speech signal (voiced or generic) so with marked peaks and a low noise level.
- the signal that one seeks to reconstruct is a speech signal (voiced or generic) so with marked peaks and a low noise level.
- This modification notably makes it possible to lower the noise level (and in particular the level of noise injected in steps D9 and D10 presented below) with respect to the level of signal synthesized by sinusoidal synthesis in step D8, while maintaining a global level. sufficient energy not to cause audible artifacts related to energy fluctuations.
- the voicing information is advantageously used here to attenuate the noise by applying a gain G to the step D10.
- the signal s (n) resulting from the step D8 is mixed with the noise signal r '(n) resulting from the step D9 by applying however here a gain G which depends on the information of "characterization for the loss of frame from the coded stream of the previous frame, that is:
- G may be a constant equal to 1 or 0.25 as a function of the voiced or unvoiced nature of the signal of the preceding frame, according to the table given below by way of example:
- the "frame loss characterization" information has several discrete levels characterizing the PI flatness of the spectrum.
- the gain G can be expressed directly as a function of the value Pl. The same applies to the limit of the segment Ne for the search for pitch and / or for the number of peaks An to be taken into account for the synthesis of the signal.
- a treatment can be defined as follows.
- the gain G is already defined directly as a function of the value PI: ⁇ 2 * 1
- the value PI is compared to a mean value -3 dB, with the proviso that the value 0 corresponds to a flat spectrum, and -5 dB corresponds to a spectrum with sharp peaks.
- the duration of the segment of search for pitch Ne at 33 ms and select the peaks A (n) such that A (n)> A (nl) and A (n)> A (n + 1), as well as the first neighboring peaks A (nl) and A (n + 1).
- the duration Can not be chosen shorter, for example 25 ms and only A (n) peaks such as A (n)> A (n) and A (n)> A (n + 1) are selected.
- the decoding can then be continued by mixing the noise, the gain of which is thus obtained, with the components thus selected to obtain the synthesis signal in the low frequencies at the D13 tab, which is added to the synthesis signal in the high frequencies obtained at step D14, to obtain in step D15 the synthesized overall signal.
- a DECOD decoder (comprising for example a software and hardware hardware such as a judiciously programmed memory MEM and a processor PROC cooperating with this memory is illustrated.
- a component such as an ASIC, or other, as well as a communication interface COM
- a voicing information that it receives from a coder COD.
- This encoder comprises, for example, a hardware and software hardware such as a memory MEM 'judiciously programmed to determine the voicing information and a processor PROC cooperating with this memory, or alternatively a component such as an ASIC, or other, and than a communication interface COM '.
- the coder COD is implanted in a telecommunication device such as a TEL 'telephone.
- the present invention is not limited to the embodiments described above by way of example; it extends to other variants.
- the information on voicing can take different forms that can be varied. In the example described above, it may be a binary value on a single bit (voicing or not), or a value on several bits which may be relative to a parameter such as the flatness of the signal spectrum, or any other parameter to characterize (quantitatively or qualitatively) a voicing.
- this parameter can be determined at decoding, for example according to the degree of correlation that can be measured during the identification of the pitch period.
- an embodiment comprising a separation in a high frequency band and a low frequency band of the signal from previous valid frames, with in particular a selection of the spectral components in the first embodiment, has been presented as an example. low frequency band. Nevertheless, this embodiment is optional although advantageous in the sense that it reduces the complexity of the treatment.
- the frame replacement method assisted by the voicing information in the sense of the invention can nevertheless be achieved by considering the entire spectrum of the valid signal, alternatively.
- the aforementioned noise signal can be obtained by the residue (between the valid signal and the sum of the peaks) by weighting this residue temporally. For example, it can be weighted by overlapping windows, as in the usual framework of a transform coding / decoding with overlap.
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Abstract
Description
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Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
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FR1453912A FR3020732A1 (fr) | 2014-04-30 | 2014-04-30 | Correction de perte de trame perfectionnee avec information de voisement |
PCT/FR2015/051127 WO2015166175A1 (fr) | 2014-04-30 | 2015-04-24 | Correction de perte de trame perfectionnée avec information de voisement |
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EP3138095A1 true EP3138095A1 (fr) | 2017-03-08 |
EP3138095B1 EP3138095B1 (fr) | 2019-06-05 |
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US (1) | US10431226B2 (fr) |
EP (1) | EP3138095B1 (fr) |
JP (1) | JP6584431B2 (fr) |
KR (3) | KR20230129581A (fr) |
CN (1) | CN106463140B (fr) |
BR (1) | BR112016024358B1 (fr) |
ES (1) | ES2743197T3 (fr) |
FR (1) | FR3020732A1 (fr) |
MX (1) | MX368973B (fr) |
RU (1) | RU2682851C2 (fr) |
WO (1) | WO2015166175A1 (fr) |
ZA (1) | ZA201606984B (fr) |
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FR3020732A1 (fr) * | 2014-04-30 | 2015-11-06 | Orange | Correction de perte de trame perfectionnee avec information de voisement |
CN108369804A (zh) * | 2015-12-07 | 2018-08-03 | 雅马哈株式会社 | 语音交互设备和语音交互方法 |
CA3145047A1 (fr) * | 2019-07-08 | 2021-01-14 | Voiceage Corporation | Procede et systeme permettant de coder des metadonnees dans des flux audio et permettant une attribution de debit binaire efficace a des flux audio codant |
CN111883171B (zh) * | 2020-04-08 | 2023-09-22 | 珠海市杰理科技股份有限公司 | 音频信号的处理方法及系统、音频处理芯片、蓝牙设备 |
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-
2014
- 2014-04-30 FR FR1453912A patent/FR3020732A1/fr active Pending
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2015
- 2015-04-24 MX MX2016014237A patent/MX368973B/es active IP Right Grant
- 2015-04-24 US US15/303,405 patent/US10431226B2/en active Active
- 2015-04-24 KR KR1020237028912A patent/KR20230129581A/ko active Application Filing
- 2015-04-24 WO PCT/FR2015/051127 patent/WO2015166175A1/fr active Application Filing
- 2015-04-24 CN CN201580023682.0A patent/CN106463140B/zh active Active
- 2015-04-24 EP EP15725801.3A patent/EP3138095B1/fr active Active
- 2015-04-24 ES ES15725801T patent/ES2743197T3/es active Active
- 2015-04-24 KR KR1020167033307A patent/KR20170003596A/ko active Application Filing
- 2015-04-24 KR KR1020227011341A patent/KR20220045260A/ko not_active IP Right Cessation
- 2015-04-24 JP JP2016565232A patent/JP6584431B2/ja active Active
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US10431226B2 (en) | 2019-10-01 |
KR20230129581A (ko) | 2023-09-08 |
WO2015166175A1 (fr) | 2015-11-05 |
ZA201606984B (en) | 2018-08-30 |
BR112016024358A2 (pt) | 2017-08-15 |
MX2016014237A (es) | 2017-06-06 |
KR20170003596A (ko) | 2017-01-09 |
RU2016146916A (ru) | 2018-05-31 |
US20170040021A1 (en) | 2017-02-09 |
CN106463140A (zh) | 2017-02-22 |
BR112016024358B1 (pt) | 2022-09-27 |
EP3138095B1 (fr) | 2019-06-05 |
FR3020732A1 (fr) | 2015-11-06 |
JP6584431B2 (ja) | 2019-10-02 |
MX368973B (es) | 2019-10-23 |
KR20220045260A (ko) | 2022-04-12 |
ES2743197T3 (es) | 2020-02-18 |
CN106463140B (zh) | 2019-07-26 |
RU2682851C2 (ru) | 2019-03-21 |
JP2017515155A (ja) | 2017-06-08 |
RU2016146916A3 (fr) | 2018-10-26 |
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