diff --git a/src/plugins/intel_cpu/src/nodes/stft.cpp b/src/plugins/intel_cpu/src/nodes/stft.cpp
index e6dccddc2adb4a..037314c6f49596 100644
--- a/src/plugins/intel_cpu/src/nodes/stft.cpp
+++ b/src/plugins/intel_cpu/src/nodes/stft.cpp
@@ -73,15 +73,6 @@ bool STFT::needPrepareParams() const {
     return false;
 }
 
-void STFT::prepareParams() {
-    const auto& input_shape = getParentEdgeAt(DATA_IDX)->getMemory().getStaticDims();
-    if (input_shape.size() < 2) {
-        THROW_CPU_NODE_ERR("has incompatible 'data' shape ",
-                           PartialShape(input_shape),
-                           ". Only tensors of rank at least 2 are allowed.");
-    }
-}
-
 bool STFT::created() const {
     return getType() == Type::STFT;
 }
diff --git a/src/plugins/intel_cpu/src/nodes/stft.h b/src/plugins/intel_cpu/src/nodes/stft.h
index 1eae552b8ce2ec..cd4578b0230bf8 100644
--- a/src/plugins/intel_cpu/src/nodes/stft.h
+++ b/src/plugins/intel_cpu/src/nodes/stft.h
@@ -21,7 +21,6 @@ class STFT : public Node {
     void initSupportedPrimitiveDescriptors() override;
     bool created() const override;
     static bool isSupportedOperation(const std::shared_ptr<const ov::Node>& op, std::string& errorMessage) noexcept;
-    void prepareParams() override;
     bool needPrepareParams() const override;
     void createPrimitive() override;