From e58de5372054db2c902be4d63870edd14e163205 Mon Sep 17 00:00:00 2001 From: Alex-Wengg Date: Sun, 1 Nov 2026 15:24:24 -0500 Subject: [PATCH 1/2] fix(asr/vocab): no context bias against a word TDT heard confidently (#967) A listed term could replace a common word that was actually said on the context-biasing weight alone: analytics -> Qualtrics, sort -> Sora, going -> GOG. When TDT decoded every word of the span at >= 0.99 token confidence and the span isn't a close spelling of the term (>= 0.80 similarity, possessive aside), the term now gets no bias and must beat the span on CTC evidence alone. Word timings now carry their lowest token confidence. Adds a real FLEURS fixture (sort-of-shell) that main corrupts and two model-free tests. --- .../ContextBiasingConstants.swift | 11 + .../VocabularyRescorer+SpanProtection.swift | 25 +- .../VocabularyRescorer+TokenEvaluation.swift | 20 +- .../Rescorer/VocabularyRescorer.swift | 11 +- .../VocabularySpanPreservationTests.swift | 36 ++- .../VocabularySpanProtectionTests.swift | 34 +++ .../Fixtures/Vocabulary/README.md | 5 + .../Fixtures/Vocabulary/sort-of-shell.wav | Bin 0 -> 272684 bytes .../Fixtures/Vocabulary/tdt-v3.json | 244 ++++++++++++++++++ 9 files changed, 375 insertions(+), 11 deletions(-) create mode 100644 Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/Fixtures/Vocabulary/sort-of-shell.wav diff --git a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/ContextBiasingConstants.swift b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/ContextBiasingConstants.swift index 80d8984df..5dfd944e9 100644 --- a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/ContextBiasingConstants.swift +++ b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/ContextBiasingConstants.swift @@ -139,6 +139,17 @@ public enum ContextBiasingConstants { /// - Used in: `VocabularyRescorer+ConstrainedCTC.swift` stopword check public static let stopwordSpanSimilarity: Float = 0.85 + /// Lowest TDT token confidence at which a transcript word counts as confidently heard. + /// + /// A vocabulary term gets no context bias against a span whose words were all heard this + /// confidently, so it must beat the span on CTC evidence alone (#967). Below this, misheard + /// names keep the full bias; the 13 #967 dictation clips' correct fixes all sit at 0.70 or less. + public static let confidentWordMinConfidence: Float = 0.99 + + /// Similarity at and above which a confidently heard span is a close spelling of the term + /// ("Quiltor" / "Quilter", "Rashid" / "Rasyid") and keeps its bias, so the listed spelling still wins. + public static let closeSpellingSimilarity: Float = 0.80 + // MARK: - Context Biasing Weights /// Default context-biasing weight (CBW) per NeMo paper. diff --git a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+SpanProtection.swift b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+SpanProtection.swift index 75527b0de..035e7eaaa 100644 --- a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+SpanProtection.swift +++ b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+SpanProtection.swift @@ -117,17 +117,30 @@ extension VocabularyRescorer { /// repetition. An unrelated neighboring word must not gain that same bonus. static func isTextSupportedRepetition(_ candidate: CTCMatchCandidate) -> Bool { if candidate.similarity == 1 { return true } // Exact alias or compound spelling, including BK-tree matches. - func lexicalCore(_ text: String) -> String { - let normalized = normalizedLexical(text) - if normalized.hasSuffix("'s") { return String(normalized.dropLast(2)) } - if normalized.hasSuffix("s'") { return String(normalized.dropLast()) } - return normalized - } let original = lexicalCore(candidate.originalPhrase) let forms = [candidate.vocabTerm] + (candidate.matchedAlias.map { [$0] } ?? []) return forms.contains { StringUtils.levenshteinDistance(original, lexicalCore($0)) <= 1 } } + /// Whether the span is a close spelling of the term or its matched alias, possessive aside ("Quiltor's" / + /// "Quilter", "Rashid" / "Rasyid"), at `ContextBiasingConstants.closeSpellingSimilarity`: a spelling + /// preference, where the listed form should win even over a confident decode. + static func isCloseSpelling(_ candidate: CTCMatchCandidate) -> Bool { + let threshold = ContextBiasingConstants.closeSpellingSimilarity + if candidate.similarity >= threshold { return true } + let original = lexicalCore(candidate.originalPhrase) + let forms = [candidate.vocabTerm] + (candidate.matchedAlias.map { [$0] } ?? []) + return forms.contains { stringSimilarity(original, lexicalCore($0)) >= threshold } + } + + /// `normalizedLexical` without a trailing possessive: "Quiltor's" → "quiltor", "Jonnes'" → "jonnes". + static func lexicalCore(_ text: String) -> String { + let normalized = normalizedLexical(text) + if normalized.hasSuffix("'s") { return String(normalized.dropLast(2)) } + if normalized.hasSuffix("s'") { return String(normalized.dropLast()) } + return normalized + } + struct RecognizedVocabularySpans { let ranges: [Range] let byCanonical: [String: [Range]] diff --git a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+TokenEvaluation.swift b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+TokenEvaluation.swift index 921799ede..114e0663e 100644 --- a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+TokenEvaluation.swift +++ b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+TokenEvaluation.swift @@ -136,8 +136,14 @@ extension VocabularyRescorer { // already recognized name on bias alone. Close spellings and aliases // retain the normal bonus so genuine repetitions can still be corrected. let configuredBoost = config.adaptiveCbw(baseCbw: cbw, tokenCount: vocabTokensUsed.count) + // A span the TDT decoder heard confidently is most likely what was said: unless it is a close spelling + // of the term (where the listed spelling should win), the term gets no bias against it and must beat + // the span on CTC evidence alone (#967). + let confidentlyHeardOtherWord = + !Self.isCloseSpelling(candidate) && Self.isConfidentlyHeard(candidate, wordTimings: wordTimings) let adaptiveCbwValue = - searchWindow.createsAdjacentDuplicate && !Self.isTextSupportedRepetition(candidate) + (searchWindow.createsAdjacentDuplicate && !Self.isTextSupportedRepetition(candidate)) + || confidentlyHeardOtherWord ? min(0, configuredBoost) : configuredBoost let boostedVocabScore = vocabCtcScore + adaptiveCbwValue @@ -201,6 +207,18 @@ extension VocabularyRescorer { ) } + /// Whether the TDT decoder heard every word of the candidate's span with at least + /// `ContextBiasingConstants.confidentWordMinConfidence`. + static func isConfidentlyHeard(_ candidate: CTCMatchCandidate, wordTimings: [WordTiming]) -> Bool { + guard !candidate.spanIndices.isEmpty else { return false } + return candidate.spanIndices.allSatisfy { index in + guard wordTimings.indices.contains(index), let confidence = wordTimings[index].minConfidence else { + return false + } + return confidence >= ContextBiasingConstants.confidentWordMinConfidence + } + } + /// Build a truthful display reason for an available numeric CTC comparison. static func ctcComparisonReason( prefix: String, diff --git a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer.swift b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer.swift index 3c4bf3e63..fe2c5ec7c 100644 --- a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer.swift +++ b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer.swift @@ -413,6 +413,8 @@ public struct VocabularyRescorer: Sendable { public let startTime: Double public let endTime: Double let tokenRange: Range? + /// Lowest TDT token confidence in the word; nil when the timings carry none. + var minConfidence: Float? = nil } /// Build word-level timings from token timings. @@ -425,6 +427,7 @@ public struct VocabularyRescorer: Sendable { var wordTokenStart = 0 var wordTokenEnd = 0 var wordTokensAreContiguous = true + var wordMinConfidence = Float.infinity for (tokenIndex, timing) in tokenTimings.enumerated() { let token = timing.token @@ -446,7 +449,8 @@ public struct VocabularyRescorer: Sendable { word: trimmedWord, startTime: wordStart, endTime: wordEnd, - tokenRange: wordTokensAreContiguous ? wordTokenStart..G1XN6aRlt{ZoR#RA%uap2c%` 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a/Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/Fixtures/Vocabulary/tdt-v3.json b/Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/Fixtures/Vocabulary/tdt-v3.json index a66071b1e..a523a6acd 100644 --- a/Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/Fixtures/Vocabulary/tdt-v3.json +++ b/Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/Fixtures/Vocabulary/tdt-v3.json @@ -639,5 +639,249 @@ "tokenId": 7883 } ] + }, + { + "id": "sort-of-shell", + "text": "The moisture on your hands will react with the outer layers, which will feel funny and form a sort of shell.", + "tokenTimings": [ + { + "confidence": 0.9951172, + "endTime": 0.72, + "startTime": 0.4, + "token": " The", + "tokenId": 1502 + }, + { + "confidence": 1, + "endTime": 0.96, + "startTime": 0.72, + "token": " mo", + "tokenId": 617 + }, + { + "confidence": 1, + "endTime": 1.1199999999999999, + "startTime": 0.96, + "token": "ist", + "tokenId": 398 + }, + { + "confidence": 1, + "endTime": 1.28, + "startTime": 1.12, + "token": "ure", + "tokenId": 1630 + }, + { + "confidence": 1, + "endTime": 1.44, + "startTime": 1.28, + "token": " on", + "tokenId": 431 + }, + { + "confidence": 1, + "endTime": 1.5999999999999999, + "startTime": 1.44, + "token": " your", + "tokenId": 3629 + }, + { + "confidence": 1, + "endTime": 1.76, + "startTime": 1.6, + "token": " hand", + "tokenId": 2784 + }, + { + "confidence": 1, + "endTime": 1.92, + "startTime": 1.76, + "token": "s", + "tokenId": 7870 + }, + { + "confidence": 1, + "endTime": 2.08, + "startTime": 1.92, + "token": " will", + "tokenId": 2783 + }, + { + "confidence": 1, + "endTime": 2.3200000000000003, + "startTime": 2.08, + "token": " re", + "tokenId": 427 + }, + { + "confidence": 1, + "endTime": 2.48, + "startTime": 2.32, + "token": "act", + "tokenId": 4112 + }, + { + "confidence": 0.9995117, + "endTime": 2.64, + "startTime": 2.48, + "token": " with", + "tokenId": 1868 + }, + { + "confidence": 0.99902344, + "endTime": 2.8000000000000003, + "startTime": 2.64, + "token": " the", + "tokenId": 506 + }, + { + "confidence": 0.9970703, + "endTime": 2.9600000000000004, + "startTime": 2.8000000000000003, + "token": " out", + "tokenId": 2009 + }, + { + "confidence": 0.9995117, + "endTime": 3.12, + "startTime": 2.96, + "token": "er", + "tokenId": 277 + }, + { + "confidence": 0.9970703, + "endTime": 3.3600000000000003, + "startTime": 3.12, + "token": " la", + "tokenId": 393 + }, + { + "confidence": 1, + "endTime": 3.44, + "startTime": 3.36, + "token": "y", + "tokenId": 7893 + }, + { + "confidence": 1, + "endTime": 3.6, + "startTime": 3.44, + "token": "ers", + "tokenId": 496 + }, + { + "confidence": 0.5258789, + "endTime": 3.7600000000000002, + "startTime": 3.6, + "token": ",", + "tokenId": 7877 + }, + { + "confidence": 1, + "endTime": 4.08, + "startTime": 3.7600000000000002, + "token": " which", + "tokenId": 4333 + }, + { + "confidence": 1, + "endTime": 4.24, + "startTime": 4.08, + "token": " will", + "tokenId": 2783 + }, + { + "confidence": 1, + "endTime": 4.32, + "startTime": 4.24, + "token": " fe", + "tokenId": 2425 + }, + { + "confidence": 1, + "endTime": 4.640000000000001, + "startTime": 4.32, + "token": "el", + "tokenId": 292 + }, + { + "confidence": 0.9995117, + "endTime": 4.96, + "startTime": 4.64, + "token": " fun", + "tokenId": 3046 + }, + { + "confidence": 1, + "endTime": 5.12, + "startTime": 4.96, + "token": "ny", + "tokenId": 598 + }, + { + "confidence": 1, + "endTime": 5.6000000000000005, + "startTime": 5.28, + "token": " and", + "tokenId": 575 + }, + { + "confidence": 1, + "endTime": 5.840000000000001, + "startTime": 5.6000000000000005, + "token": " form", + "tokenId": 2729 + }, + { + "confidence": 1, + "endTime": 6.08, + "startTime": 5.84, + "token": " a", + "tokenId": 279 + }, + { + "confidence": 0.9980469, + "endTime": 6.24, + "startTime": 6.08, + "token": " s", + "tokenId": 275 + }, + { + "confidence": 1, + "endTime": 6.4, + "startTime": 6.24, + "token": "ort", + "tokenId": 621 + }, + { + "confidence": 0.9838867, + "endTime": 6.720000000000001, + "startTime": 6.4, + "token": " of", + "tokenId": 592 + }, + { + "confidence": 1, + "endTime": 7.04, + "startTime": 6.72, + "token": " sh", + "tokenId": 4036 + }, + { + "confidence": 1, + "endTime": 7.28, + "startTime": 7.04, + "token": "ell", + "tokenId": 530 + }, + { + "confidence": 0.92089844, + "endTime": 7.6000000000000005, + "startTime": 7.28, + "token": ".", + "tokenId": 7883 + } + ] } ] \ No newline at end of file From 64a1538d7dd753c63985f59331a47c9b7ea6df5d Mon Sep 17 00:00:00 2001 From: Alex-Wengg Date: Sun, 1 Nov 2026 15:39:03 -0500 Subject: [PATCH 2/2] fix(asr/vocab): keep the confident-word gate off for the Unified engines (#967) The gate is calibrated on TDT token confidences; the Unified engines feed emission probabilities and weren't measured, so their itnDefaultConfig keeps today's behaviour. --- .../VocabularyRescorer+TokenEvaluation.swift | 3 ++- .../Rescorer/VocabularyRescorer.swift | 12 +++++++++++- .../CustomVocabulary/VocabularyBoostingSession.swift | 3 ++- .../VocabularySpanProtectionTests.swift | 6 ++++++ 4 files changed, 21 insertions(+), 3 deletions(-) diff --git a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+TokenEvaluation.swift b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+TokenEvaluation.swift index 114e0663e..0045f1e48 100644 --- a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+TokenEvaluation.swift +++ b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer+TokenEvaluation.swift @@ -140,7 +140,8 @@ extension VocabularyRescorer { // of the term (where the listed spelling should win), the term gets no bias against it and must beat // the span on CTC evidence alone (#967). let confidentlyHeardOtherWord = - !Self.isCloseSpelling(candidate) && Self.isConfidentlyHeard(candidate, wordTimings: wordTimings) + config.confidentWordBiasGate && !Self.isCloseSpelling(candidate) + && Self.isConfidentlyHeard(candidate, wordTimings: wordTimings) let adaptiveCbwValue = (searchWindow.createsAdjacentDuplicate && !Self.isTextSupportedRepetition(candidate)) || confidentlyHeardOtherWord diff --git a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer.swift b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer.swift index fe2c5ec7c..b303e10b3 100644 --- a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer.swift +++ b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/Rescorer/VocabularyRescorer.swift @@ -79,6 +79,14 @@ public struct VocabularyRescorer: Sendable { /// above that this switch has no effect. public let spotterRescueEnabled: Bool + /// Whether a span every word of which the decoder heard at + /// `ContextBiasingConstants.confidentWordMinConfidence` or more loses the + /// context-bias bonus against a term it isn't a close spelling of (#967). + /// `true` (default) is calibrated on TDT token confidences; the Unified + /// engines' `VocabularyBoostingSession.itnDefaultConfig` turns it off, since + /// their emission probabilities are a different scale and weren't measured. + public let confidentWordBiasGate: Bool + public static let `default` = Config() public init( @@ -89,7 +97,8 @@ public struct VocabularyRescorer: Sendable { spotterRescueMinSimilarity: Float = ContextBiasingConstants.defaultSpotterRescueMinSimilarity, spotterRescueMultiWordMinSimilarity: Float = ContextBiasingConstants .defaultSpotterRescueMultiWordMinSimilarity, - spotterRescueEnabled: Bool = ContextBiasingConstants.defaultSpotterRescueEnabled + spotterRescueEnabled: Bool = ContextBiasingConstants.defaultSpotterRescueEnabled, + confidentWordBiasGate: Bool = true ) { self.useAdaptiveThresholds = useAdaptiveThresholds self.referenceTokenCount = referenceTokenCount @@ -98,6 +107,7 @@ public struct VocabularyRescorer: Sendable { self.spotterRescueMinSimilarity = spotterRescueMinSimilarity self.spotterRescueMultiWordMinSimilarity = spotterRescueMultiWordMinSimilarity self.spotterRescueEnabled = spotterRescueEnabled + self.confidentWordBiasGate = confidentWordBiasGate } // MARK: - Adaptive Threshold Functions diff --git a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/VocabularyBoostingSession.swift b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/VocabularyBoostingSession.swift index 58d4ebf14..3bc8b7fb0 100644 --- a/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/VocabularyBoostingSession.swift +++ b/Sources/FluidAudio/ASR/Parakeet/SlidingWindow/CustomVocabulary/VocabularyBoostingSession.swift @@ -69,7 +69,8 @@ public struct VocabularyBoostingSession: Sendable { /// names the model mangles past the similarity gate. public static let itnDefaultConfig = VocabularyRescorer.Config( spotterRescueMinSimilarity: 0.30, - spotterRescueMultiWordMinSimilarity: 0.50 + spotterRescueMultiWordMinSimilarity: 0.50, + confidentWordBiasGate: false ) /// Create a session from a tokenized vocabulary and pre-loaded CTC models. diff --git a/Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/CustomVocabulary/VocabularySpanProtectionTests.swift b/Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/CustomVocabulary/VocabularySpanProtectionTests.swift index ea772a0ce..12c446477 100644 --- a/Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/CustomVocabulary/VocabularySpanProtectionTests.swift +++ b/Tests/FluidAudioTests/ASR/Parakeet/SlidingWindow/CustomVocabulary/VocabularySpanProtectionTests.swift @@ -202,4 +202,10 @@ final class VocabularySpanProtectionTests: XCTestCase { VocabularyRescorer.isConfidentlyHeard( candidate("sort", term: "Sora", indices: [0], words: untimed), wordTimings: untimed)) } + + /// The #967 confident-word gate is calibrated on TDT confidences; the Unified engines' config keeps it off. + func testConfidentWordGateIsOnByDefaultAndOffForTheUnifiedEngines() { + XCTAssertTrue(VocabularyRescorer.Config.default.confidentWordBiasGate) + XCTAssertFalse(VocabularyBoostingSession.itnDefaultConfig.confidentWordBiasGate) + } }