Volodya Grancharov et al.Download PDFPatent Trials and Appeals BoardFeb 18, 202014994561 - (D) (P.T.A.B. Feb. 18, 2020) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 14/994,561 01/13/2016 Volodya Grancharov 1009-1687 / P35527 US3 1015 102721 7590 02/18/2020 Murphy, Bilak & Homiller/Ericsson 1255 Crescent Green Suite 200 Cary, NC 27518 EXAMINER PHAM, THIERRY L ART UNIT PAPER NUMBER 2674 NOTIFICATION DATE DELIVERY MODE 02/18/2020 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): official@mbhiplaw.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte VOLODYA GRANCHAROV and SIGURDUR SVERRISSON ____________ Appeal 2018-006655 Application 14/994,561 Technology Center 2600 ____________ Before JOHN A. JEFFERY, JUSTIN BUSCH, and LINZY T. McCARTNEY, Administrative Patent Judges. JEFFERY, Administrative Patent Judge. DECISION ON APPEAL Under 35 U.S.C. § 134(a), Appellant1 appeals from the Examiner’s decision to reject claims 35 and 36, which constitute all the claims pending in this application. Claims 1–34 have been cancelled. We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. 1 We use the word “Appellant” to refer to “applicant” as defined in 37 C.F.R. § 1.42. Appellant identifies the real party in interest as Telefonaktiebolaget L M Ericsson. Appeal Br. 2. Appeal 2018-006655 Application 14/994,561 2 STATEMENT OF THE CASE Appellant’s invention encodes a parametric representation of auto- regressive coefficients that partially represent an audio signal. To this end, the representation’s high- and low-frequency parts are encoded separately. See Abstract; ¶¶ 51–55; Figs. 1, 6. Claim 35 is illustrative: 35. A method of encoding a parametric spectral representation (f) of auto-regressive coefficients (a) that partially represent an audio signal, the method comprising: encoding a low-frequency part (fL) of the parametric spectral representation (f) by quantizing coefficients of the parametric spectral representation that correspond to a low- frequency part of the audio signal; and encoding a high-frequency part (fH) of the parametric spectral representation (f) by weighted averaging based on the quantized coefficients (f L) flipped around a quantized mirroring frequency (fm), which separates the low-frequency part from the high-frequency part, and a frequency grid codebook obtained in a closed-loop search procedure. THE REJECTION The Examiner rejected claims 35 and 36 under 35 U.S.C. § 101 as directed to ineligible subject matter. Ans. 2–3.2 FINDINGS, CONCLUSIONS, AND CONTENTIONS The Examiner determines that the claimed invention is directed to an abstract idea, namely encoding a parametric representation of auto- 2 Throughout this opinion, we refer to (1) the Appeal Brief filed October 18, 2017 (supplemented December 13, 2017) (“Appeal Br.”); (2) the Examiner’s Answer mailed April 11, 2018 (“Ans.”); and (3) the Reply Brief filed June 4, 2018 (“Reply Br.”). Appeal 2018-006655 Application 14/994,561 3 regressive coefficients that partially represent an audio signal. See Ans. 2–4. The Examiner adds that the claims do not include elements that add significantly more than the abstract idea, but merely recite instructions to implement the abstract idea on a computer. See Ans. 4–5. Appellant argues that the Examiner’s identified abstract idea merely repeats claim 35’s preamble and ignores the detailed technical steps recited in the claim’s body that are said to be directed to an improvement in audio encoding technology, namely perceptual improvements and reduced computational complexity. Appeal Br. 6–7; Reply Br. 1, 4–8. Appellant adds that because the Examiner referred to only the claim’s preamble in identifying the abstract idea, the limitations in the claim’s body are, therefore, additional elements beyond the alleged abstract idea that add significantly more to that abstract idea—additional elements that have not been shown to be routine or well-known operations. See Appeal Br. 7. ISSUE Under § 101, has the Examiner erred in rejecting claims 35 and 36 as directed to ineligible subject matter? This issue turns on whether the claims are directed to an abstract idea and, if so, whether the recited elements— considered individually and as an ordered combination—transform the nature of the claims into a patent-eligible application of that abstract idea. PRINCIPLES OF LAW An invention is patent-eligible if it claims a “new and useful process, machine, manufacture, or composition of matter.” 35 U.S.C. § 101. However, the Supreme Court has long interpreted 35 U.S.C. § 101 to include Appeal 2018-006655 Application 14/994,561 4 implicit exceptions: “[l]aws of nature, natural phenomena, and abstract ideas” are not patentable. See, e.g., Alice Corp. v. CLS Bank Int’l, 573 U.S. 208, 216 (2014). In determining whether a claim falls within an excluded category, we are guided by the Supreme Court’s two-step framework, described in Mayo and Alice. Id. at 217–18 (citing Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 75–77 (2012)). In accordance with that framework, we first determine what concept the claim is “directed to.” See Alice, 573 U.S. at 219 (“On their face, the claims before us are drawn to the concept of intermediated settlement, i.e., the use of a third party to mitigate settlement risk.”); see also Bilski v. Kappos, 561 U.S. 593, 611 (2010) (“Claims 1 and 4 in petitioners’ application explain the basic concept of hedging, or protecting against risk.”). Concepts determined to be abstract ideas, and thus patent ineligible, include certain methods of organizing human activity, such as fundamental economic practices (Alice, 573 U.S. at 219–20; Bilski, 561 U.S. at 611); mathematical formulas (Parker v. Flook, 437 U.S. 584, 594–95 (1978)); and mental processes (Gottschalk v. Benson, 409 U.S. 63, 67 (1972)). Concepts determined to be patent eligible include physical and chemical processes, such as “molding rubber products” (Diamond v. Diehr, 450 U.S. 175, 191 (1981)); “tanning, dyeing, making water-proof cloth, vulcanizing India rubber, smelting ores” (id. at 187 n.7 (quoting Corning v. Burden, 56 U.S. (15 How.) 252, 267–68 (1854))); and manufacturing flour (Benson, 409 U.S. at 67 (citing Cochrane v. Deener, 94 U.S. 780, 785 (1876))). In Diehr, the claim at issue recited a mathematical formula, but the Supreme Court held that “[a] claim drawn to subject matter otherwise Appeal 2018-006655 Application 14/994,561 5 statutory does not become nonstatutory simply because it uses a mathematical formula.” Diehr, 450 U.S. at 176; see also id. at 191 (“We view respondents’ claims as nothing more than a process for molding rubber products and not as an attempt to patent a mathematical formula.”). That said, the Supreme Court also indicated that a claim “seeking patent protection for that formula in the abstract . . . is not accorded the protection of our patent laws, . . . and this principle cannot be circumvented by attempting to limit the use of the formula to a particular technological environment.” Id. (citing Benson and Flook); see, e.g., id. at 187 (“It is now commonplace that an application of a law of nature or mathematical formula to a known structure or process may well be deserving of patent protection.”). If the claim is “directed to” an abstract idea, we turn to the second step of the Alice and Mayo framework, where “we must examine the elements of the claim to determine whether it contains an ‘inventive concept’ sufficient to ‘transform’ the claimed abstract idea into a patent- eligible application.” Alice, 573 U.S. at 221 (quotation marks omitted). “A claim that recites an abstract idea must include ‘additional features’ to ensure ‘that the [claim] is more than a drafting effort designed to monopolize the [abstract idea].’” Id. (alterations in original) (quoting Mayo, 566 U.S. at 77). “[M]erely requir[ing] generic computer implementation[] fail[s] to transform that abstract idea into a patent-eligible invention.” Id. In January 2019, the United States Patent and Trademark Office (“USPTO”) published revised guidance on the application of § 101. See USPTO’s 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Appeal 2018-006655 Application 14/994,561 6 Reg. 50 (Jan. 7, 2019) (“Guidance”). Under that guidance, we first look to whether the claim recites: (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human activity such as a fundamental economic practice, or mental processes); and (2) additional elements that integrate the judicial exception into a practical application (see MANUAL OF PATENT EXAMINING PROCEDURE (MPEP) §§ 2106.05(a)–(c), (e)–(h) (9th ed. Rev. 08.2017, Jan. 2018)). Only if a claim (1) recites a judicial exception, and (2) does not integrate that exception into a practical application, do we then look to whether the claim: (3) adds a specific limitation beyond the judicial exception that is not well-understood, routine, and conventional in the field (see MPEP § 2106.05(d)); or (4) simply appends well-understood, routine, and conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. See Guidance, 84 Fed. Reg. at 56. ANALYSIS Claims 35 and 36: Alice/Mayo Step One Representative independent claim 35 recites: A method of encoding a parametric spectral representation . . . of auto-regressive coefficients . . . that partially represent an audio signal, the method comprising: Appeal 2018-006655 Application 14/994,561 7 encoding a low-frequency part . . . of the parametric spectral representation . . . by quantizing coefficients of the parametric spectral representation that correspond to a low- frequency part of the audio signal; and encoding a high-frequency part . . . of the parametric spectral representation . . . by weighted averaging based on the quantized coefficients . . . flipped around a quantized mirroring frequency . . . , which separates the low-frequency part from the high-frequency part, and a frequency grid codebook obtained in a closed-loop search procedure. As the disclosure explains, Appellant’s invention relates to audio encoding and decoding based on efficient representation of auto-regression (AR) coefficients. Spec. ¶ 2. As explained in the Background section, AR analysis is commonly used in time and transform audio coding, where different applications use AR vectors of different length. Spec. ¶ 3. Although AR coefficients are quantized with split, multistage vector quantization, conventional quantization schemes are not designed for the case when AR coefficients model high frequencies and when the quantization is operated with very limited bit-budgets that introduce large perceptual errors. Id. The present invention, however, provides a more efficient scheme for AR coefficients. Spec. ¶ 4. To this end, a vector of AR coefficients are typically obtained by first computing autocorrelations of a windowed audio segment using equation (1), and then obtaining AR coefficients from the associated autocorrelation sequence through the Levinson-Durbin algorithm. Id. ¶ 25. As shown in Figure 1, the disclosed encoding scheme encodes a low- frequency part of a parametric spectral representation by quantizing Appeal 2018-006655 Application 14/994,561 8 elements of that representation corresponding to a low-frequency (LF) part of audio signal. Id. ¶ 28, Fig. 1. The high-frequency (HF) part of the parametric spectral representation, however, is encoded by weighted averaging based on the quantized elements flipped around a quantized mirroring frequency that separates the LF and HF parts, and a frequency grid codebook in a closed-loop search procedure. Id. As shown in Figure 6, reproduced below, a key aspect of the invention involves LF and HF encoders 10 and 12. LF and HF encoders in Appellant’s Figure 6 Appeal 2018-006655 Application 14/994,561 9 As shown above, LF encoder 10 (1) splits a received Line Spectral Frequencies (LSF) vector into LF and HF parts or subvectors (f L and f H) and (2) forwards the LF subvector to quantizer 16 that quantizes that subvector’s elements using scalar or vector quantization to produce a quantized LF subvector. Id. ¶ 51. The HF and quantized LF subvectors are then forwarded to high-frequency encoder 12 where the quantized LF subvector is sent to quantized LF subvector flipping unit 20 to flip the subvector’s elements around a quantized mirroring frequency according to equation (3) in paragraph 34. Id. ¶¶ 52–53. After forwarding the flipped elements and quantized mirroring frequency to flipped element rescaler 22, (1) the flipped and rescaled LSFs from the flipped element rescaler and (2) the rescaled frequency grids from frequency grid rescaler 26 are forwarded to weighting unit 28 that performs weighted averaging according to equation (7) in paragraph 36. Id. ¶¶ 53–55. The resulting smoothed elements and HF subvector are then forwarded to frequency grid search unit 30 to select a frequency grid according to equation (13) in paragraph 46, and the corresponding index is then transmitted to the decoder. Id. ¶ 55. Turning to claim 35, we first note that the claim recites a method and, therefore, falls within the process category of § 101. But despite falling within this statutory category, we must still determine whether the claim is directed to a judicial exception, namely an abstract idea. See Alice, 573 U.S. at 217. To this end, we must determine whether the claim (1) recites a judicial exception and (2) fails to integrate the exception into a practical application. See Guidance, 84 Fed. Reg. at 52–55. If both elements are satisfied, the claim is directed to a judicial exception under the first step of the Alice/Mayo test. See id. Appeal 2018-006655 Application 14/994,561 10 In the rejection, the Examiner determines that claim 35 is directed to an abstract idea, namely encoding a parametric representation of auto- regressive coefficients that partially represent an audio signal. See Ans. 2–5. To determine whether a claim recites an abstract idea, we (1) identify the claim’s specific limitations that recite an abstract idea and (2) determine whether the identified limitations fall within certain subject matter groupings, namely, (a) mathematical concepts3; (b) certain methods of organizing human activity4; or (c) mental processes.5 Here, claim 35 recites no structural elements, let alone particular structures, articles, or devices that implement the recited encoding method. When read as a whole, all of claim 35’s recited limitations fit squarely within at least one of the above categories of the USPTO’s guidelines, and are directed to encoding a parametric representation of auto-regressive coefficients that partially represent an audio signal. First, the limitation calling for encoding an LF part of the parametric spectral representation by quantizing its coefficients can not only be done 3 Mathematical concepts include mathematical relationships, mathematical formulas or equations, and mathematical calculations. See Guidance, 84 Fed. Reg. at 52. 4 Certain methods of organizing human activity include fundamental economic principles or practices (including hedging, insurance, mitigating risk); commercial or legal interactions (including agreements in the form of contracts; legal obligations; advertising, marketing or sales activities or behaviors; business relations); managing personal behavior or relationships or interactions between people (including social activities, teaching, and following rules or instructions). See Guidance, 84 Fed. Reg. at 52. 5 Mental processes are concepts performed in the human mind including an observation, evaluation, judgment, or opinion. See Guidance, 84 Fed. Reg. at 52. Appeal 2018-006655 Application 14/994,561 11 entirely mentally by merely thinking about this encoding and its associated coefficient quantization or writing it down, but this encoding also involves mathematical relationships, formulas, or equations associated with the parametric spectral representations, its coefficients, and associated quantization. See, e.g., Spec. ¶ 51 (noting that the LF subvector’s elements are quantized using scalar or vector quantization to produce a quantized LF subvector); see also In re Grams, 888 F.2d 835, 837 n.1 (Fed. Cir. 1989) (“Words used in a claim operating on data to solve a problem can serve the same purpose as a formula.”); Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350, 1354 (Fed. Cir. 2016) (noting that analyzing information by steps people go through in their minds, or by mathematical algorithms, without more, are essentially mental processes within the abstract idea category); Digitech Image Tech., LLC v. Electronics for Imaging, Inc., 758 F.3d 1344, 1351 (Fed. Cir. 2014) (“Without additional limitations, a process that employs mathematical algorithms to manipulate existing information to generate additional information is not patent eligible.”); Benson, 409 U.S. at 63 (holding ineligible claims involving a mathematical algorithm and directed to converting binary-coded-decimal (BCD) numerals into pure binary numerals for use with a computer); accord CyberSource, 654 F.3d at 1375 (“That purely mental processes can be unpatentable, even when performed by a computer, was precisely the holding of the Supreme Court in [Benson].”). We reach this conclusion noting that it is well settled that not only is standard encoding and decoding an abstract concept long utilized to transmit information, encoding and decoding can also be performed entirely mentally. See RecogniCorp, LLC v. Nintendo Co., Ltd., 855 F.3d 1322, Appeal 2018-006655 Application 14/994,561 12 1326 (Fed. Cir. 2017) (“Morse code, ordering food at a fast food restaurant via a numbering system, and Paul Revere’s ‘one if by land, two if by sea’ signaling system all exemplify encoding at one end and decoding at the other end.”); see also Return Mail, Inc. v. U.S. Postal Service, 868 F.3d 1350, 1368 (Fed. Cir. 2017) (noting encoding and decoding information are processes that can—and have been—performed in the human mind); cf. CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366, 1372–73 (Fed. Cir. 2011) (noting that a recited step that constructed a map of credit card numbers could be performed by merely writing down a list of credit card transactions made from a particular IP address.). That the recited coefficients partially represent an audio signal does not change our conclusion. First, the claim does not specify how or by what means the audio signal on which the representation is based is generated or processed, let alone via a particular machine or device. Second, leaving aside the fact that a signal does not fit into any statutory category under § 101, In re Nuijten, 500 F.3d 1346, 1355 (Fed. Cir. 2007), an audio signal could merely be that which a person hears and, upon hearing that signal, the listener could then represent it parametrically and spectrally entirely mentally or with pen and paper. That the recited auto-regressive coefficients themselves are obtained from an autocorrelation sequence associated with equation (1) and through the Levinson-Durbin algorithm only underscores the coefficients’ mathematical derivation. See id. ¶ 25. Therefore, given the mathematical calculations and mental processes associated with the first encoding limitation noted above, this limitation falls squarely within the mental processes and mathematical concepts categories Appeal 2018-006655 Application 14/994,561 13 of the agency’s guidelines and, therefore, recites an abstract idea. See Guidance, 84 Fed. Reg. at 52. We reach the same conclusion regarding the second encoding limitation calling for encoding an HF part of the parametric spectral representation by weighted averaging based on the quantized coefficients flipped around a quantized mirroring frequency and frequency grid codebook obtained in a closed-loop search procedure. Here again, this encoding not only could be done entirely mentally, but it also involves mathematical relationships, formulas, or equations associated with the parametric spectral representations, its coefficients and associated quantization, as well as the weighted averaging based on flipped coefficients and a frequency grid codebook obtained in a closed-loop search procedure. That the Specification’s paragraphs 53 to 55 explain that the subvector’s elements are flipped around a quantized mirroring frequency according to equation (3) in paragraph 34, and (2) weighted averaging is performed according to equation (7) in paragraph 36 and a frequency grid according to equation (13) in paragraph 46 only underscores the recited encoding process’s mathematical operations based on these equations. That the recited frequency grid codebook is obtained in a closed-loop search procedure does not change our conclusion, for this search could also be done entirely mentally or with pen and paper. See Spec. ¶ 43 (indicating that the frequency grid codebook can be formed using equation (11)). Therefore, given the mathematical calculations and mental processes associated with the second encoding limitation noted above, this limitation falls squarely within the mental processes and mathematical concepts Appeal 2018-006655 Application 14/994,561 14 categories of the agency’s guidelines and, therefore, recites an abstract idea. See Guidance, 84 Fed. Reg. at 52. When reading claim 35 as a whole, then, all limitations recite an abstract idea, and there are no additional elements that integrate the abstract idea into a practical application. In reaching this conclusion, we are not persuaded that the claimed invention improves the computer or its components’ functionality or efficiency, or otherwise changes the way those devices function, at least in the sense contemplated by the Federal Circuit in Enfish LLC v. Microsoft Corporation, 822 F.3d 1327 (Fed. Cir. 2016), despite Appellant’s arguments to the contrary (Appeal Br. 6, 12). The claimed self-referential table in Enfish was a specific type of data structure designed to improve the way a computer stores and retrieves data in memory. Enfish, 822 F.3d at 1339. To the extent Appellant contends that the claimed invention uses such a data structure to improve a computer’s functionality or efficiency, or otherwise change the way that device functions, there is no persuasive evidence on this record to substantiate such a contention. Nor is this invention analogous to that which the court held eligible in McRO, Inc. v. Bandai Namco Games America, Inc., 837 F.3d 1299 (Fed. Cir. 2016) despite Appellants’ arguments to the contrary (App. Br. 6, 8). There, the claimed process used a combined order of specific rules that rendered information in a specific format that was applied to create a sequence of synchronized, animated characters. McRO, 837 F.3d at 1315. Notably, the recited process automatically animated characters using particular information and techniques—an improvement over manual three- Appeal 2018-006655 Application 14/994,561 15 dimensional animation techniques that was not directed to an abstract idea. Id. at 1316. But unlike the claimed invention in McRO that improved how the physical display operated to produce better quality images, the claimed invention here recites, at a high level of generality, encoding a parametric representation of auto-regressive coefficients that partially represent an audio signal. This encoding process is not only directed to mathematical and mental processes as noted previously, but also does not improve a display mechanism as was the case in McRO. See SAP Am. v. InvestPic, LLC, 898 F.3d 1161, 1167 (Fed. Cir. 2018) (distinguishing McRO). To the extent Appellant contends that the claimed invention is rooted in technology because it is ostensibly directed to a technical solution (see Appeal Br. 6–13; Reply Br. 1, 4–8), we disagree. Even if claim 35 recited computer components—which it does not—and assuming, without deciding, that the claimed invention can encode a parametric representation of auto- regressive coefficients that partially represent an audio signal faster than doing so manually, any speed increase comes from the capabilities of generic computer components—not the recited process itself. See FairWarning IP, LLC v. Iatric Systems, Inc., 839 F.3d 1089, 1095 (Fed. Cir. 2016) (citing Bancorp Services, LLC v. Sun Life Assurance Co., 687 F.3d 1266, 1278 (Fed. Cir. 2012) (“[T]he fact that the required calculations could be performed more efficiently via a computer does not materially alter the patent eligibility of the claimed subject matter.”)); see also Intellectual Ventures I LLC v. Erie Indemnity Co., 711 F. App. 1012, 1017 (Fed. Cir. 2017) (unpublished) (“Though the claims purport to accelerate the process of finding errant files and to reduce error, we have held that speed and Appeal 2018-006655 Application 14/994,561 16 accuracy increases stemming from the ordinary capabilities of a general- purpose computer do not materially alter the patent eligibility of the claimed subject matter.”) (quotation marks, bracketed alteration, and citation omitted). That the claimed invention encodes a parametric spectral representation of coefficients that partially represent an audio signal, without more, does not integrate the abstract idea into a practical application, for merely generally linking the use of an abstract idea to a particular technological environment or field of use does not render the claimed invention any less abstract. See Affinity Labs of Texas, LLC v. DirectTV, LLC, 838 F.3d 1253, 1259 (Fed. Cir. 2016); accord Flook, 437 U.S. at 584, 588–90, 596–97 (holding ineligible method for updating an alarm limit on a process variable, despite the process involving the catalytic chemical conversion of hydrocarbons); see also Guidance, 84 Fed. Reg. at 55 (citing MPEP § 2106.05(h)). So, leaving aside the fact that the encoding method of claim 35 does not recite a particular machine, let alone a computer, to implement the process, the claim’s focus is not on improving machines or computers as tools, but rather on certain independently abstract ideas. See FairWarning, 839 F.3d at 1095 (quotation marks and citations omitted). As with the ineligible claimed invention in BSG Tech LLC v. BuySeasons, Inc., 899 F.3d 1281, 1284–91 (Fed. Cir. 2018), the claimed invention does not improve a computer’s functionality or that of its associated components. See BSG, 899 F.3d at 1288 (“While the presentation of summary comparison usage information to users improves the quality of the information added to the database, an improvement [in] . . . the information stored by a database is Appeal 2018-006655 Application 14/994,561 17 not equivalent to an improvement in the database’s functionality.”). We reach the same conclusion regarding the encoder of claim 36. In short, the claimed invention does not recite additional elements that (1) improve a computer itself; (2) improve another technology or technical field; (3) implement the abstract idea in conjunction with a particular machine or manufacture that is integral to the claim; (4) transform or reduce a particular article to a different state or thing; or (5) apply or use the abstract idea in some other meaningful way beyond generally linking the abstract idea’s use to a particular technological environment, such that the claim as a whole is more than a drafting effort designed to monopolize the exception. See Guidance, 84 Fed. Reg. at 55 (citing MPEP §§ 2106.05(a)– (c), (e)). In short, there are no additionally recited elements that integrate the abstract idea into a practical application when reading claims 35 and 36 as a whole. Although the recited functions may be beneficial by encoding a parametric representation of auto-regressive coefficients that partially represent an audio signal, a claim for a useful or beneficial abstract idea is still an abstract idea. See Ariosa Diagnostics, Inc. v. Sequenom, Inc., 788 F.3d 1371, 1379–80 (Fed. Cir. 2015). That this abstract idea is reflected in the claim’s preamble as Appellant indicates (Appeal Br. 6; Reply Br. 2) is of no consequence here, for it is well settled that citing the preamble to distill an abstract idea is permissible where, as here, all claim limitations are considered as a whole. See Two-Way Media Ltd. v. Comcast Cable Commc’ns, LLC, 874 F.3d 1329, 1340 (Fed. Cir. 2017) (finding no error in the district court’s citing to the preamble in reviewing whether the claims are directed to an abstract idea); Appeal 2018-006655 Application 14/994,561 18 see also Amdocs (Israel) Ltd. v. Openet Telecom, Inc., 841 F.3d 1288, 1317 (Fed. Cir. 2016) (J. Reyna, dissenting) (“I see no error with the district court’s articulation of the underlying abstract idea, which tracks the preamble of claim 1.”). We also find unavailing Appellant’s contention that it is allegedly “questionable” whether the recited encoding steps can be performed mentally as a practical matter given the amount of calculations required for each coefficient. See Reply Br. 7, 8 n.5. Not only is this assertion— premised on some unspecified number of calculations—speculative and unsubstantiated, it is not commensurate with the scope of the claim whose encoding steps are recited at a high level of generality. See In re Geisler, 116 F.3d 1465, 1470 (Fed. Cir. 1997) (noting that mere lawyer argument and conclusory statements that are unsupported by factual evidence are entitled to little probative value); see also Enzo Biochem, Inc. v. Gen-Probe, Inc., 424 F.3d 1276, 1284 (Fed. Cir. 2005) (“Attorney argument is no substitute for evidence.”). We, therefore, agree with the Examiner that claims 35 and 36 are directed to an abstract idea. Claims 35 and 36: Alice/Mayo Step Two Turning to Alice/Mayo step two, claim 35 recites no additional elements beyond the abstract idea, let alone additional elements that provide an inventive concept that amount to significantly more than the abstract idea when reading claim 35 as a whole. See Alice, 573 U.S. at 221; see also Guidance, 84 Fed. Reg. at 56. The Examiner’s reference to a “computing device,” “computer-readable media,” and “processors” is somewhat puzzling Appeal 2018-006655 Application 14/994,561 19 given the claims lacking those particular elements. Claim 36 does, however, recite encoders that could involve those elements to implement the associated encoding functions. To the extent that claim 36 recites additional elements in the form of encoder-based devices, such as computer components, that implement the recited encoding functions, despite the claim’s silence in this regard, such an implementation merely uses generic computing components to implement the recited abstract idea. In any event, to the extent that Appellant contends that the recited limitations following the preamble (i.e., in the claim’s body), namely those detailed above in connection with Alice step one, add significantly more than the abstract idea to provide an inventive concept under Alice/Mayo step two (see Appeal Br. 7; Reply Br. 2–4), these limitations are not additional elements beyond the abstract idea, but rather are directed to the abstract idea as noted previously. See BSG, 899 F.3d at 1290 (explaining that the Supreme Court in Alice “only assessed whether the claim limitations other than the invention’s use of the ineligible concept to which it was directed were well-understood, routine and conventional”) (emphasis added); see also Guidance, 84 Fed. Reg. at 56 (instructing that additional recited elements should be evaluated in Alice/Mayo step two to determine whether they (1) add specific limitations that are not well-understood, routine, and conventional in the field, or (2) simply append well-understood, routine, and conventional activities previously known to the industry (citing MPEP § 2106.05(d))). As noted above, claim 35 recites no such additional elements, and to the extent that the recited encoders in claim 36 recite additional elements, at best, they constitute generic computing components whose generic Appeal 2018-006655 Application 14/994,561 20 computing functionality is well-understood, routine, and conventional. See Spec. ¶ 69 (describing exemplary systems that use generic computing components); see also FairWarning, 839 F.3d at 1096 (noting that using generic computing components like a microprocessor or user interface does not transform an otherwise abstract idea into eligible subject matter). In conclusion, claim 35 recites no additional elements beyond the abstract idea, and to the extent that claim 36 recites such additional elements, they do not add significantly more than the abstract idea to provide an inventive concept under Alice/Mayo step two when reading the claim as a whole. See Alice, 573 U.S. at 221; see also Guidance, 84 Fed. Reg. at 56. Therefore, we are not persuaded that the Examiner erred in rejecting claims 35 and 36. CONCLUSION In summary: Claims Rejected 35 U.S.C. § Reference(s) /Basis Affirmed Reversed 35, 36 101 Eligibility 35, 36 TIME PERIOD FOR RESPONSE No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a)(1)(iv). AFFIRMED Copy with citationCopy as parenthetical citation