diff --git a/mlir/include/mlir/Dialect/MemRef/IR/MemRefOps.td b/mlir/include/mlir/Dialect/MemRef/IR/MemRefOps.td
--- a/mlir/include/mlir/Dialect/MemRef/IR/MemRefOps.td
+++ b/mlir/include/mlir/Dialect/MemRef/IR/MemRefOps.td
@@ -905,6 +905,11 @@
     Variadic<Index>:$strides
   );
 
+  // Build `extract_strided_metadata(source)`.
+  // The number and type of the results are inferred from the
+  // shape of the source.
+  let builders = [OpBuilder<(ins "Value":$source)>];
+
   let assemblyFormat = [{
     $source `:` type($source) `->` type(results) attr-dict
   }];
diff --git a/mlir/lib/Dialect/MemRef/IR/MemRefOps.cpp b/mlir/lib/Dialect/MemRef/IR/MemRefOps.cpp
--- a/mlir/lib/Dialect/MemRef/IR/MemRefOps.cpp
+++ b/mlir/lib/Dialect/MemRef/IR/MemRefOps.cpp
@@ -1240,6 +1240,20 @@
 // ExtractStridedMetadataOp
 //===----------------------------------------------------------------------===//
 
+void ExtractStridedMetadataOp::build(mlir::OpBuilder &builder,
+                                     mlir::OperationState &state,
+                                     Value source) {
+  auto sourceType = source.getType().cast<MemRefType>();
+  unsigned sourceRank = sourceType.getRank();
+  IndexType indexType = builder.getIndexType();
+  SmallVector<Type> sizeStrideTypes(sourceRank, indexType);
+  auto memrefType =
+      MemRefType::get({}, sourceType.getElementType(),
+                      MemRefLayoutAttrInterface{}, sourceType.getMemorySpace());
+  ExtractStridedMetadataOp::build(builder, state, memrefType, indexType,
+                                  sizeStrideTypes, sizeStrideTypes, source);
+}
+
 void ExtractStridedMetadataOp::getAsmResultNames(
     function_ref<void(Value, StringRef)> setNameFn) {
   setNameFn(getBaseBuffer(), "base_buffer");
diff --git a/mlir/lib/Dialect/MemRef/Transforms/SimplifyExtractStridedMetadata.cpp b/mlir/lib/Dialect/MemRef/Transforms/SimplifyExtractStridedMetadata.cpp
--- a/mlir/lib/Dialect/MemRef/Transforms/SimplifyExtractStridedMetadata.cpp
+++ b/mlir/lib/Dialect/MemRef/Transforms/SimplifyExtractStridedMetadata.cpp
@@ -59,16 +59,12 @@
     // Build a plain extract_strided_metadata(memref) from
     // extract_strided_metadata(subview(memref)).
     Location origLoc = op.getLoc();
-    IndexType indexType = rewriter.getIndexType();
     Value source = subview.getSource();
     auto sourceType = source.getType().cast<MemRefType>();
     unsigned sourceRank = sourceType.getRank();
-    SmallVector<Type> sizeStrideTypes(sourceRank, indexType);
 
     auto newExtractStridedMetadata =
-        rewriter.create<memref::ExtractStridedMetadataOp>(
-            origLoc, op.getBaseBuffer().getType(), indexType, sizeStrideTypes,
-            sizeStrideTypes, source);
+        rewriter.create<memref::ExtractStridedMetadataOp>(origLoc, source);
 
     SmallVector<int64_t> sourceStrides;
     int64_t sourceOffset;
@@ -486,16 +482,12 @@
     // Build a plain extract_strided_metadata(memref) from
     // extract_strided_metadata(reassociative_reshape_like(memref)).
     Location origLoc = op.getLoc();
-    IndexType indexType = rewriter.getIndexType();
     Value source = reshape.getSrc();
     auto sourceType = source.getType().cast<MemRefType>();
     unsigned sourceRank = sourceType.getRank();
-    SmallVector<Type> sizeStrideTypes(sourceRank, indexType);
 
     auto newExtractStridedMetadata =
-        rewriter.create<memref::ExtractStridedMetadataOp>(
-            origLoc, op.getBaseBuffer().getType(), indexType, sizeStrideTypes,
-            sizeStrideTypes, source);
+        rewriter.create<memref::ExtractStridedMetadataOp>(origLoc, source);
 
     // Collect statically known information.
     SmallVector<int64_t> strides;