FA-50161 / PCM sample encoding / Open access
Pcm lpc residual reconstruction: history feedback · case 01
LPC decoder feeds residual instead of reconstructed sample into history.
ROOT CAUSE
LPC decoder feeds residual instead of reconstructed sample into history.
VERIFIED REPAIR
Use the stated conversion contract at history feedback.
Unsuccessful approach: Feeding prediction omits the correction required by the next sample.
Case contract
Reconstruct bounded integer PCM LPC residuals using newest-first history, floor-divided complete dot products and reconstructed-sample history feedback.
Why this case matters
Offline PCM interchange uses these exact bounded packet and sample representation decisions.
1 / The failure
Exit 1"""Failure Map reference implementation. Python standard library only."""
import json
N = 1
observations = []
def solve(residuals, history, coefficients, divisor):
state=list(history)
out=[]
for residual in residuals:
prediction=sum(c*x for c,x in zip(coefficients,state))//divisor
sample=prediction+residual
out.append(sample)
state=[residual]+state[:-1]
return [out,state]
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
check('oracle 1', solve(*([1, 2, -1], [3, 1], [2, -1], 1)), [[6, 11, 15], [15, 11]])
check('oracle 2', solve(*([0, 1, -2], [-3, 2], [1, 1], 3)), [[-1, -1, -3], [-3, -1]])
check('oracle 3', solve(*([], [2, 1], [2, -1], 1)), [[], [2, 1]])
check('oracle 4', solve(*([2, 0, 1], [0, 0, 0], [3, -2, 1], 2)), [[2, 3, 3], [3, 3, 2]])
check('oracle 5', solve(*([-1, 3], [5], [1], 2)), [[1, 3], [3]])
check('oracle 6', solve(*([1, 1], [1, 2, 3], [1, 2, 3], 4)), [[4, 4], [4, 4, 1]])
check('oracle 7', solve(*([0, -1], [4, -2], [3, 1], 3)), [[3, 3], [3, 3]])
if N == 1: check('variant packet 1', solve(*[[1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33], [33, 27]])
if N == 2: check('variant packet 2', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57], [57, 49]])
if N == 3: check('variant packet 3', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87], [87, 77]])
if N == 4: check('variant packet 4', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87, 98, 111, 123], [123, 111]])
if N == 5: check('variant packet 5', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87, 98, 111, 123, 136, 151, 165], [165, 151]])
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
| Boundary fixture | Actual | Expected | Outcome |
|---|---|---|---|
| oracle 1 | [[6, 1, 2], [-1, 2]] | [[6, 11, 15], [15, 11]] | Failed |
| oracle 2 | [[-1, 0, -2], [-2, 1]] | [[-1, -1, -3], [-3, -1]] | Failed |
| oracle 3 | [[], [2, 1]] | [[], [2, 1]] | Passed |
| oracle 4 | [[2, 3, -1], [1, 0, 2]] | [[2, 3, 3], [3, 3, 2]] | Failed |
| oracle 5 | [[1, 2], [3]] | [[1, 3], [3]] | Failed |
| oracle 6 | [[4, 3], [1, 1, 1]] | [[4, 4], [4, 4, 1]] | Failed |
| oracle 7 | [[3, 0], [-1, 0]] | [[3, 3], [3, 3]] | Failed |
| variant packet 1 | [[6, 1, 2, -3, 5, 2], [-1, 2]] | [[6, 11, 15, 20, 27, 33], [33, 27]] | Failed |
SHA-256 / ec1066f1e4aadd6db224c0420914b5268a8503cca908fe1029de702be15970c0
2 / The unsuccessful fix
Exit 1"""Failure Map reference implementation. Python standard library only."""
import json
N = 1
observations = []
def solve(residuals, history, coefficients, divisor):
state=list(history)
out=[]
for residual in residuals:
prediction=sum(c*x for c,x in zip(coefficients,state))//divisor
sample=prediction+residual
out.append(sample)
state=[prediction]+state[:-1]
return [out,state]
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
check('oracle 1', solve(*([1, 2, -1], [3, 1], [2, -1], 1)), [[6, 11, 15], [15, 11]])
check('oracle 2', solve(*([0, 1, -2], [-3, 2], [1, 1], 3)), [[-1, -1, -3], [-3, -1]])
check('oracle 3', solve(*([], [2, 1], [2, -1], 1)), [[], [2, 1]])
check('oracle 4', solve(*([2, 0, 1], [0, 0, 0], [3, -2, 1], 2)), [[2, 3, 3], [3, 3, 2]])
check('oracle 5', solve(*([-1, 3], [5], [1], 2)), [[1, 3], [3]])
check('oracle 6', solve(*([1, 1], [1, 2, 3], [1, 2, 3], 4)), [[4, 4], [4, 4, 1]])
check('oracle 7', solve(*([0, -1], [4, -2], [3, 1], 3)), [[3, 3], [3, 3]])
if N == 1: check('variant packet 1', solve(*[[1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33], [33, 27]])
if N == 2: check('variant packet 2', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57], [57, 49]])
if N == 3: check('variant packet 3', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87], [87, 77]])
if N == 4: check('variant packet 4', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87, 98, 111, 123], [123, 111]])
if N == 5: check('variant packet 5', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87, 98, 111, 123, 136, 151, 165], [165, 151]])
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
| Boundary fixture | Actual | Expected | Outcome |
|---|---|---|---|
| oracle 1 | [[6, 9, 8], [9, 7]] | [[6, 11, 15], [15, 11]] | Failed |
| oracle 2 | [[-1, -1, -3], [-1, -2]] | [[-1, -1, -3], [-3, -1]] | Failed |
| oracle 3 | [[], [2, 1]] | [[], [2, 1]] | Passed |
| oracle 4 | [[2, 0, 1], [0, 0, 0]] | [[2, 3, 3], [3, 3, 2]] | Failed |
| oracle 5 | [[1, 4], [1]] | [[1, 3], [3]] | Failed |
| oracle 6 | [[4, 3], [2, 3, 1]] | [[4, 4], [4, 4, 1]] | Failed |
| oracle 7 | [[3, 3], [4, 3]] | [[3, 3], [3, 3]] | Failed |
| variant packet 1 | [[6, 9, 8, 12, 15, 14], [15, 13]] | [[6, 11, 15, 20, 27, 33], [33, 27]] | Failed |
SHA-256 / b4fcd56457d4e5c4e639feffd0d94c4f37f7ee023d2e10ac9be28be42c7649ad
3 / The verified repair
Exit 0"""Failure Map reference implementation. Python standard library only."""
import json
N = 1
observations = []
def solve(residuals, history, coefficients, divisor):
state=list(history)
out=[]
for residual in residuals:
prediction=sum(c*x for c,x in zip(coefficients,state))//divisor
sample=prediction+residual
out.append(sample)
state=[sample]+state[:-1]
return [out,state]
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
check('oracle 1', solve(*([1, 2, -1], [3, 1], [2, -1], 1)), [[6, 11, 15], [15, 11]])
check('oracle 2', solve(*([0, 1, -2], [-3, 2], [1, 1], 3)), [[-1, -1, -3], [-3, -1]])
check('oracle 3', solve(*([], [2, 1], [2, -1], 1)), [[], [2, 1]])
check('oracle 4', solve(*([2, 0, 1], [0, 0, 0], [3, -2, 1], 2)), [[2, 3, 3], [3, 3, 2]])
check('oracle 5', solve(*([-1, 3], [5], [1], 2)), [[1, 3], [3]])
check('oracle 6', solve(*([1, 1], [1, 2, 3], [1, 2, 3], 4)), [[4, 4], [4, 4, 1]])
check('oracle 7', solve(*([0, -1], [4, -2], [3, 1], 3)), [[3, 3], [3, 3]])
if N == 1: check('variant packet 1', solve(*[[1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33], [33, 27]])
if N == 2: check('variant packet 2', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57], [57, 49]])
if N == 3: check('variant packet 3', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87], [87, 77]])
if N == 4: check('variant packet 4', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87, 98, 111, 123], [123, 111]])
if N == 5: check('variant packet 5', solve(*[[1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1, 1, 2, -1], [3, 1], [2, -1], 1]), [[6, 11, 15, 20, 27, 33, 40, 49, 57, 66, 77, 87, 98, 111, 123, 136, 151, 165], [165, 151]])
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
| Boundary fixture | Actual | Expected | Outcome |
|---|---|---|---|
| oracle 1 | [[6, 11, 15], [15, 11]] | [[6, 11, 15], [15, 11]] | Passed |
| oracle 2 | [[-1, -1, -3], [-3, -1]] | [[-1, -1, -3], [-3, -1]] | Passed |
| oracle 3 | [[], [2, 1]] | [[], [2, 1]] | Passed |
| oracle 4 | [[2, 3, 3], [3, 3, 2]] | [[2, 3, 3], [3, 3, 2]] | Passed |
| oracle 5 | [[1, 3], [3]] | [[1, 3], [3]] | Passed |
| oracle 6 | [[4, 4], [4, 4, 1]] | [[4, 4], [4, 4, 1]] | Passed |
| oracle 7 | [[3, 3], [3, 3]] | [[3, 3], [3, 3]] | Passed |
| variant packet 1 | [[6, 11, 15, 20, 27, 33], [33, 27]] | [[6, 11, 15, 20, 27, 33], [33, 27]] | Passed |
SHA-256 / 13ed7d44c9da9b2358c03834f633d9fe772e00fc1f0d48d294522abee17e3586
Verification & scope
Stipulated finite model; no claim of hardware timing or full file-format conformance. This reproducer isolates one failure mechanism. Results cover the supplied fixtures. Variants within a family share a test contract and should remain grouped when constructing evaluation splits. Related mechanisms with a shared evaluation_group must also remain together; these controlled models are not independent production incidents.
Observations recorded using Python 3.12.14 at 2026-09-29T14:45:06.619573+00:00.
Case digest / e011a691f22da9b52cb86601686471f3ee10b8a3b9d392a656c6e5f0ff7cef12