diff --git a/src/Nn/LabelScorer/TransitionLabelScorer.cc b/src/Nn/LabelScorer/TransitionLabelScorer.cc
index eccf9c61..2bbca11a 100644
--- a/src/Nn/LabelScorer/TransitionLabelScorer.cc
+++ b/src/Nn/LabelScorer/TransitionLabelScorer.cc
@@ -22,47 +22,31 @@ namespace Nn {
 TransitionLabelScorer::TransitionLabelScorer(Core::Configuration const& config)
         : Core::Component(config),
           Precursor(config, TransitionPresetType::ALL),
-          transitionScores_(),
-          baseLabelScorer_(Nn::Module::instance().labelScorerFactory().createLabelScorer(select("base-scorer"))) {
+          transitionScores_() {
     for (auto const& [stringIdentifier, enumValue] : transitionTypeArray_) {
         auto paramName               = std::string(stringIdentifier) + "-score";
         transitionScores_[enumValue] = Core::ParameterFloat(paramName.c_str(), "", 0.0)(config);
     }
 }
 
-void TransitionLabelScorer::reset() {
-    baseLabelScorer_->reset();
-}
+void TransitionLabelScorer::reset() {}
 
-void TransitionLabelScorer::signalNoMoreFeatures() {
-    baseLabelScorer_->signalNoMoreFeatures();
-}
+void TransitionLabelScorer::signalNoMoreFeatures() {}
 
 ScoringContextRef TransitionLabelScorer::getInitialScoringContext() {
-    return baseLabelScorer_->getInitialScoringContext();
-}
-
-void TransitionLabelScorer::cleanupCaches(Core::CollapsedVector<ScoringContextRef> const& activeContexts) {
-    baseLabelScorer_->cleanupCaches(activeContexts);
+    return Core::ref(new ScoringContext());
 }
 
-void TransitionLabelScorer::addInput(DataView const& input) {
-    baseLabelScorer_->addInput(input);
-}
-
-void TransitionLabelScorer::addInputs(DataView const& input, size_t nTimesteps) {
-    baseLabelScorer_->addInputs(input, nTimesteps);
-}
+void TransitionLabelScorer::addInput(DataView const& input) {}
 
 ScoringContextRef TransitionLabelScorer::extendedScoringContextInternal(LabelScorer::Request const& request) {
-    return baseLabelScorer_->extendedScoringContext(request);
+    return Core::ref(new ScoringContext());
 }
 
 std::optional<LabelScorer::ScoreWithTime> TransitionLabelScorer::computeScoreWithTimeInternal(LabelScorer::Request const& request) {
-    auto result = baseLabelScorer_->computeScoreWithTime(request);
-    if (result) {
-        result->score += transitionScores_[request.transitionType];
-    }
+    LabelScorer::ScoreWithTime result;
+    result.score     = transitionScores_[request.transitionType];
+    result.timeframe = static_cast<Speech::TimeframeIndex>(0);
     return result;
 }
 
@@ -71,11 +55,10 @@ std::optional<LabelScorer::ScoresWithTimes> TransitionLabelScorer::computeScores
         return ScoresWithTimes{};
     }
 
-    auto results = baseLabelScorer_->computeScoresWithTimes(requests);
-    if (results) {
-        for (size_t i = 0ul; i < requests.size(); ++i) {
-            results->scores[i] += transitionScores_[requests[i].transitionType];
-        }
+    LabelScorer::ScoresWithTimes results;
+    for (size_t i = 0ul; i < requests.size(); ++i) {
+        results.scores.push_back(transitionScores_[requests[i].transitionType]);
+        results.timeframes.push_back(static_cast<Speech::TimeframeIndex>(0));
     }
     return results;
 }
diff --git a/src/Nn/LabelScorer/TransitionLabelScorer.hh b/src/Nn/LabelScorer/TransitionLabelScorer.hh
index b4a3d05e..cf222bc7 100644
--- a/src/Nn/LabelScorer/TransitionLabelScorer.hh
+++ b/src/Nn/LabelScorer/TransitionLabelScorer.hh
@@ -21,9 +21,9 @@
 namespace Nn {
 
 /*
- * This LabelScorer wraps a base LabelScorer and adds predefined transition scores
- * to the base scores depending on the transition type of each request.
+ * This LabelScorer returns predefined transition scores depending on the transition type of each request.
  * The transition scores are all individually specified as config parameters.
+ * It should be used together with a main LabelScorer within the CombineLabelScorer
  */
 class TransitionLabelScorer : public LabelScorer {
 public:
@@ -32,38 +32,30 @@ public:
     TransitionLabelScorer(Core::Configuration const& config);
     virtual ~TransitionLabelScorer() = default;
 
-    // Reset base scorer
+    // No op
     void reset() override;
 
-    // Forward signal to base scorer
+    // No op
     void signalNoMoreFeatures() override;
 
-    // Initial context of base scorer
+    // Return dummy-context
     ScoringContextRef getInitialScoringContext() override;
 
-    // Clean up base scorer
-    void cleanupCaches(Core::CollapsedVector<ScoringContextRef> const& activeContexts) override;
-
-    // Add input to base scorer
+    // No op
     void addInput(DataView const& input) override;
 
-    // Add inputs to sub-scorer
-    void addInputs(DataView const& input, size_t nTimesteps) override;
-
 protected:
-    // Extend context via base scorer
+    // Return dummy-context
     ScoringContextRef extendedScoringContextInternal(Request const& request) override;
 
-    // Compute score of base scorer and add transition score based on transition type of the request
+    // Return transition score based on transition type of the request
     std::optional<ScoreWithTime> computeScoreWithTimeInternal(Request const& request) override;
 
-    // Compute scores of base scorer and add transition scores based on transition types of the requests
+    // Return transition scores based on transition types of the requests
     std::optional<ScoresWithTimes> computeScoresWithTimesInternal(std::vector<Request> const& requests) override;
 
 private:
     std::unordered_map<TransitionType, Score> transitionScores_;
-
-    Core::Ref<LabelScorer> baseLabelScorer_;
 };
 
 }  // namespace Nn