diff --git a/aom_dsp/arm/mem_neon.h b/aom_dsp/arm/mem_neon.h
index 3410fb8..d27cff6 100644
--- a/aom_dsp/arm/mem_neon.h
+++ b/aom_dsp/arm/mem_neon.h
@@ -174,6 +174,26 @@
   s += p;
 }
 
+static INLINE void load_u16_4x7(const uint16_t *s, ptrdiff_t p,
+                                uint16x4_t *const s0, uint16x4_t *const s1,
+                                uint16x4_t *const s2, uint16x4_t *const s3,
+                                uint16x4_t *const s4, uint16x4_t *const s5,
+                                uint16x4_t *const s6) {
+  *s0 = vld1_u16(s);
+  s += p;
+  *s1 = vld1_u16(s);
+  s += p;
+  *s2 = vld1_u16(s);
+  s += p;
+  *s3 = vld1_u16(s);
+  s += p;
+  *s4 = vld1_u16(s);
+  s += p;
+  *s5 = vld1_u16(s);
+  s += p;
+  *s6 = vld1_u16(s);
+}
+
 static INLINE void load_u16_8x4(const uint16_t *s, const ptrdiff_t p,
                                 uint16x8_t *const s0, uint16x8_t *const s1,
                                 uint16x8_t *const s2, uint16x8_t *const s3) {
@@ -393,6 +413,13 @@
   vst1_u16(s, s3);
 }
 
+static INLINE void store_u16_8x2(uint16_t *s, ptrdiff_t dst_stride,
+                                 const uint16x8_t s0, const uint16x8_t s1) {
+  vst1q_u16(s, s0);
+  s += dst_stride;
+  vst1q_u16(s, s1);
+}
+
 static INLINE void store_u16_8x4(uint16_t *s, ptrdiff_t dst_stride,
                                  const uint16x8_t s0, const uint16x8_t s1,
                                  const uint16x8_t s2, const uint16x8_t s3) {
@@ -445,6 +472,14 @@
   do {                                                             \
     vst1_lane_s32((int32_t *)(s), vreinterpret_s32_s16(s0), lane); \
   } while (0)
+#define store_u16_2x1(s, s0, lane)                                  \
+  do {                                                              \
+    vst1_lane_u32((uint32_t *)(s), vreinterpret_u32_u16(s0), lane); \
+  } while (0)
+#define store_u16q_2x1(s, s0, lane)                                   \
+  do {                                                                \
+    vst1q_lane_u32((uint32_t *)(s), vreinterpretq_u32_u16(s0), lane); \
+  } while (0)
 
 static INLINE void store_s16_8x4(int16_t *s, ptrdiff_t dst_stride,
                                  const int16x8_t s0, const int16x8_t s1,
@@ -540,6 +575,26 @@
   *s7 = vld1q_s16(s);
 }
 
+static INLINE void load_u16_8x7(const uint16_t *s, ptrdiff_t p,
+                                uint16x8_t *const s0, uint16x8_t *const s1,
+                                uint16x8_t *const s2, uint16x8_t *const s3,
+                                uint16x8_t *const s4, uint16x8_t *const s5,
+                                uint16x8_t *const s6) {
+  *s0 = vld1q_u16(s);
+  s += p;
+  *s1 = vld1q_u16(s);
+  s += p;
+  *s2 = vld1q_u16(s);
+  s += p;
+  *s3 = vld1q_u16(s);
+  s += p;
+  *s4 = vld1q_u16(s);
+  s += p;
+  *s5 = vld1q_u16(s);
+  s += p;
+  *s6 = vld1q_u16(s);
+}
+
 static INLINE void load_s16_8x7(const int16_t *s, ptrdiff_t p,
                                 int16x8_t *const s0, int16x8_t *const s1,
                                 int16x8_t *const s2, int16x8_t *const s3,
diff --git a/av1/av1.cmake b/av1/av1.cmake
index ece0771..992b5c3 100644
--- a/av1/av1.cmake
+++ b/av1/av1.cmake
@@ -443,6 +443,9 @@
               "${AOM_ROOT}/av1/common/x86/highbd_wiener_convolve_avx2.c"
               "${AOM_ROOT}/av1/common/x86/highbd_warp_affine_avx2.c")
 
+  list(APPEND AOM_AV1_COMMON_INTRIN_NEON
+              "${AOM_ROOT}/av1/common/arm/highbd_convolve_neon.c")
+
   list(APPEND AOM_AV1_ENCODER_INTRIN_SSE2
               "${AOM_ROOT}/av1/encoder/x86/highbd_block_error_intrin_sse2.c"
               "${AOM_ROOT}/av1/encoder/x86/highbd_temporal_filter_sse2.c")
diff --git a/av1/common/arm/highbd_convolve_neon.c b/av1/common/arm/highbd_convolve_neon.c
new file mode 100644
index 0000000..3af834f
--- /dev/null
+++ b/av1/common/arm/highbd_convolve_neon.c
@@ -0,0 +1,177 @@
+/*
+ *
+ * Copyright (c) 2023, Alliance for Open Media. All rights reserved
+ *
+ * This source code is subject to the terms of the BSD 2 Clause License and
+ * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
+ * was not distributed with this source code in the LICENSE file, you can
+ * obtain it at www.aomedia.org/license/software. If the Alliance for Open
+ * Media Patent License 1.0 was not distributed with this source code in the
+ * PATENTS file, you can obtain it at www.aomedia.org/license/patent.
+ */
+
+#include <assert.h>
+#include <arm_neon.h>
+
+#include "config/av1_rtcd.h"
+
+#include "aom_dsp/aom_dsp_common.h"
+#include "aom_dsp/arm/mem_neon.h"
+#include "aom_dsp/arm/transpose_neon.h"
+#include "aom_ports/mem.h"
+#include "av1/common/convolve.h"
+#include "av1/common/filter.h"
+#include "av1/common/arm/highbd_convolve_neon.h"
+
+void av1_highbd_convolve_y_sr_neon(const uint16_t *src, int src_stride,
+                                   uint16_t *dst, int dst_stride, int w, int h,
+                                   const InterpFilterParams *filter_params_y,
+                                   const int subpel_y_qn, int bd) {
+  const int y_filter_taps = get_filter_tap(filter_params_y, subpel_y_qn);
+  if (y_filter_taps > 8) {
+    av1_highbd_convolve_y_sr_c(src, src_stride, dst, dst_stride, w, h,
+                               filter_params_y, subpel_y_qn, bd);
+    return;
+  }
+
+  const int vert_offset = filter_params_y->taps / 2 - 1;
+  const uint16x8_t max = vdupq_n_u16(bd == 10 ? 1023 : (bd == 12 ? 4095 : 255));
+
+  const int16_t *y_filter_ptr = av1_get_interp_filter_subpel_kernel(
+      filter_params_y, subpel_y_qn & SUBPEL_MASK);
+
+  const int16x8_t y_filter = vld1q_s16(y_filter_ptr);
+
+  src -= vert_offset * src_stride;
+
+  if (w <= 4) {
+    uint16x4_t t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10;
+    int16x4_t s0, s1, s2, s3, s4, s5, s6, s7, s8, s9, s10;
+    uint16x4_t d0, d1, d2, d3;
+    uint16x8_t d01, d23;
+
+    const uint16_t *s = src;
+    uint16_t *d = dst;
+
+    load_u16_4x7(s, src_stride, &t0, &t1, &t2, &t3, &t4, &t5, &t6);
+    s0 = vreinterpret_s16_u16(t0);
+    s1 = vreinterpret_s16_u16(t1);
+    s2 = vreinterpret_s16_u16(t2);
+    s3 = vreinterpret_s16_u16(t3);
+    s4 = vreinterpret_s16_u16(t4);
+    s5 = vreinterpret_s16_u16(t5);
+    s6 = vreinterpret_s16_u16(t6);
+
+    s += 7 * src_stride;
+
+    do {
+      load_u16_4x4(s, src_stride, &t7, &t8, &t9, &t10);
+      s7 = vreinterpret_s16_u16(t7);
+      s8 = vreinterpret_s16_u16(t8);
+      s9 = vreinterpret_s16_u16(t9);
+      s10 = vreinterpret_s16_u16(t10);
+
+      d0 = highbd_convolve8_4_s32_s16(s0, s1, s2, s3, s4, s5, s6, s7, y_filter);
+      d1 = highbd_convolve8_4_s32_s16(s1, s2, s3, s4, s5, s6, s7, s8, y_filter);
+      d2 = highbd_convolve8_4_s32_s16(s2, s3, s4, s5, s6, s7, s8, s9, y_filter);
+      d3 =
+          highbd_convolve8_4_s32_s16(s3, s4, s5, s6, s7, s8, s9, s10, y_filter);
+
+      d01 = vcombine_u16(d0, d1);
+      d23 = vcombine_u16(d2, d3);
+
+      d01 = vminq_u16(d01, max);
+      d23 = vminq_u16(d23, max);
+
+      if (w == 2) {
+        store_u16q_2x1(d + 0 * dst_stride, d01, 0);
+        store_u16q_2x1(d + 1 * dst_stride, d01, 2);
+        if (h != 2) {
+          store_u16q_2x1(d + 2 * dst_stride, d23, 0);
+          store_u16q_2x1(d + 3 * dst_stride, d23, 2);
+        }
+      } else {
+        vst1_u16(d + 0 * dst_stride, vget_low_u16(d01));
+        vst1_u16(d + 1 * dst_stride, vget_high_u16(d01));
+        if (h != 2) {
+          vst1_u16(d + 2 * dst_stride, vget_low_u16(d23));
+          vst1_u16(d + 3 * dst_stride, vget_high_u16(d23));
+        }
+      }
+
+      s0 = s4;
+      s1 = s5;
+      s2 = s6;
+      s3 = s7;
+      s4 = s8;
+      s5 = s9;
+      s6 = s10;
+      s += 4 * src_stride;
+      d += 4 * dst_stride;
+      h -= 4;
+    } while (h > 0);
+  } else {
+    int height;
+    uint16x8_t t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10;
+    int16x8_t s0, s1, s2, s3, s4, s5, s6, s7, s8, s9, s10;
+    uint16x8_t d0, d1, d2, d3;
+    do {
+      const uint16_t *s = src;
+      uint16_t *d = dst;
+
+      load_u16_8x7(s, src_stride, &t0, &t1, &t2, &t3, &t4, &t5, &t6);
+      s0 = vreinterpretq_s16_u16(t0);
+      s1 = vreinterpretq_s16_u16(t1);
+      s2 = vreinterpretq_s16_u16(t2);
+      s3 = vreinterpretq_s16_u16(t3);
+      s4 = vreinterpretq_s16_u16(t4);
+      s5 = vreinterpretq_s16_u16(t5);
+      s6 = vreinterpretq_s16_u16(t6);
+
+      s += 7 * src_stride;
+      height = h;
+
+      do {
+        load_u16_8x4(s, src_stride, &t7, &t8, &t9, &t10);
+        s7 = vreinterpretq_s16_u16(t7);
+        s8 = vreinterpretq_s16_u16(t8);
+        s9 = vreinterpretq_s16_u16(t9);
+        s10 = vreinterpretq_s16_u16(t10);
+
+        d0 = highbd_convolve8_8_s32_s16(s0, s1, s2, s3, s4, s5, s6, s7,
+                                        y_filter);
+        d1 = highbd_convolve8_8_s32_s16(s1, s2, s3, s4, s5, s6, s7, s8,
+                                        y_filter);
+        d2 = highbd_convolve8_8_s32_s16(s2, s3, s4, s5, s6, s7, s8, s9,
+                                        y_filter);
+        d3 = highbd_convolve8_8_s32_s16(s3, s4, s5, s6, s7, s8, s9, s10,
+                                        y_filter);
+
+        d0 = vminq_u16(d0, max);
+        d1 = vminq_u16(d1, max);
+        d2 = vminq_u16(d2, max);
+        d3 = vminq_u16(d3, max);
+
+        if (h != 2) {
+          store_u16_8x4(d, dst_stride, d0, d1, d2, d3);
+        } else {
+          store_u16_8x2(d, dst_stride, d0, d1);
+        }
+
+        s0 = s4;
+        s1 = s5;
+        s2 = s6;
+        s3 = s7;
+        s4 = s8;
+        s5 = s9;
+        s6 = s10;
+        s += 4 * src_stride;
+        d += 4 * dst_stride;
+        height -= 4;
+      } while (height > 0);
+      src += 8;
+      dst += 8;
+      w -= 8;
+    } while (w > 0);
+  }
+}
diff --git a/av1/common/arm/highbd_convolve_neon.h b/av1/common/arm/highbd_convolve_neon.h
new file mode 100644
index 0000000..c683cf0
--- /dev/null
+++ b/av1/common/arm/highbd_convolve_neon.h
@@ -0,0 +1,85 @@
+/*
+ *  Copyright (c) 2023, Alliance for Open Media. All Rights Reserved.
+ *
+ *  Use of this source code is governed by a BSD-style license
+ *  that can be found in the LICENSE file in the root of the source
+ *  tree. An additional intellectual property rights grant can be found
+ *  in the file PATENTS.  All contributing project authors may
+ *  be found in the AUTHORS file in the root of the source tree.
+ */
+
+#ifndef AOM_AV1_COMMON_ARM_HIGHBD_CONVOLVE_NEON_H_
+#define AOM_AV1_COMMON_ARM_HIGHBD_CONVOLVE_NEON_H_
+
+#include <arm_neon.h>
+
+static INLINE int32x4_t highbd_convolve8_4_s32(
+    const int16x4_t s0, const int16x4_t s1, const int16x4_t s2,
+    const int16x4_t s3, const int16x4_t s4, const int16x4_t s5,
+    const int16x4_t s6, const int16x4_t s7, const int16x8_t y_filter) {
+  const int16x4_t y_filter_lo = vget_low_s16(y_filter);
+  const int16x4_t y_filter_hi = vget_high_s16(y_filter);
+
+  int32x4_t sum = vmull_lane_s16(s0, y_filter_lo, 0);
+  sum = vmlal_lane_s16(sum, s1, y_filter_lo, 1);
+  sum = vmlal_lane_s16(sum, s2, y_filter_lo, 2);
+  sum = vmlal_lane_s16(sum, s3, y_filter_lo, 3);
+  sum = vmlal_lane_s16(sum, s4, y_filter_hi, 0);
+  sum = vmlal_lane_s16(sum, s5, y_filter_hi, 1);
+  sum = vmlal_lane_s16(sum, s6, y_filter_hi, 2);
+  sum = vmlal_lane_s16(sum, s7, y_filter_hi, 3);
+
+  return sum;
+}
+
+static INLINE uint16x4_t highbd_convolve8_4_s32_s16(
+    const int16x4_t s0, const int16x4_t s1, const int16x4_t s2,
+    const int16x4_t s3, const int16x4_t s4, const int16x4_t s5,
+    const int16x4_t s6, const int16x4_t s7, const int16x8_t y_filter) {
+  int32x4_t sum =
+      highbd_convolve8_4_s32(s0, s1, s2, s3, s4, s5, s6, s7, y_filter);
+
+  return vqrshrun_n_s32(sum, COMPOUND_ROUND1_BITS);
+}
+
+static INLINE void highbd_convolve8_8_s32(
+    const int16x8_t s0, const int16x8_t s1, const int16x8_t s2,
+    const int16x8_t s3, const int16x8_t s4, const int16x8_t s5,
+    const int16x8_t s6, const int16x8_t s7, const int16x8_t y_filter,
+    int32x4_t *sum0, int32x4_t *sum1) {
+  const int16x4_t y_filter_lo = vget_low_s16(y_filter);
+  const int16x4_t y_filter_hi = vget_high_s16(y_filter);
+
+  *sum0 = vmull_lane_s16(vget_low_s16(s0), y_filter_lo, 0);
+  *sum0 = vmlal_lane_s16(*sum0, vget_low_s16(s1), y_filter_lo, 1);
+  *sum0 = vmlal_lane_s16(*sum0, vget_low_s16(s2), y_filter_lo, 2);
+  *sum0 = vmlal_lane_s16(*sum0, vget_low_s16(s3), y_filter_lo, 3);
+  *sum0 = vmlal_lane_s16(*sum0, vget_low_s16(s4), y_filter_hi, 0);
+  *sum0 = vmlal_lane_s16(*sum0, vget_low_s16(s5), y_filter_hi, 1);
+  *sum0 = vmlal_lane_s16(*sum0, vget_low_s16(s6), y_filter_hi, 2);
+  *sum0 = vmlal_lane_s16(*sum0, vget_low_s16(s7), y_filter_hi, 3);
+
+  *sum1 = vmull_lane_s16(vget_high_s16(s0), y_filter_lo, 0);
+  *sum1 = vmlal_lane_s16(*sum1, vget_high_s16(s1), y_filter_lo, 1);
+  *sum1 = vmlal_lane_s16(*sum1, vget_high_s16(s2), y_filter_lo, 2);
+  *sum1 = vmlal_lane_s16(*sum1, vget_high_s16(s3), y_filter_lo, 3);
+  *sum1 = vmlal_lane_s16(*sum1, vget_high_s16(s4), y_filter_hi, 0);
+  *sum1 = vmlal_lane_s16(*sum1, vget_high_s16(s5), y_filter_hi, 1);
+  *sum1 = vmlal_lane_s16(*sum1, vget_high_s16(s6), y_filter_hi, 2);
+  *sum1 = vmlal_lane_s16(*sum1, vget_high_s16(s7), y_filter_hi, 3);
+}
+
+static INLINE uint16x8_t highbd_convolve8_8_s32_s16(
+    const int16x8_t s0, const int16x8_t s1, const int16x8_t s2,
+    const int16x8_t s3, const int16x8_t s4, const int16x8_t s5,
+    const int16x8_t s6, const int16x8_t s7, const int16x8_t y_filter) {
+  int32x4_t sum0;
+  int32x4_t sum1;
+  highbd_convolve8_8_s32(s0, s1, s2, s3, s4, s5, s6, s7, y_filter, &sum0,
+                         &sum1);
+
+  return vcombine_u16(vqrshrun_n_s32(sum0, COMPOUND_ROUND1_BITS),
+                      vqrshrun_n_s32(sum1, COMPOUND_ROUND1_BITS));
+}
+
+#endif  // AOM_AV1_COMMON_ARM_HIGHBD_CONVOLVE_NEON_H_
diff --git a/av1/common/av1_rtcd_defs.pl b/av1/common/av1_rtcd_defs.pl
index cec8f13..845fd15 100644
--- a/av1/common/av1_rtcd_defs.pl
+++ b/av1/common/av1_rtcd_defs.pl
@@ -597,7 +597,7 @@
     specialize qw/av1_highbd_dist_wtd_convolve_2d_copy sse4_1 avx2/;
     specialize qw/av1_highbd_convolve_2d_sr ssse3 avx2/;
     specialize qw/av1_highbd_convolve_x_sr ssse3 avx2/;
-    specialize qw/av1_highbd_convolve_y_sr ssse3 avx2/;
+    specialize qw/av1_highbd_convolve_y_sr ssse3 avx2 neon/;
     specialize qw/av1_highbd_convolve_2d_scale sse4_1/;
   }
 
diff --git a/test/av1_convolve_test.cc b/test/av1_convolve_test.cc
index 12edfac..16ac687 100644
--- a/test/av1_convolve_test.cc
+++ b/test/av1_convolve_test.cc
@@ -735,6 +735,11 @@
                          BuildHighbdParams(av1_highbd_convolve_y_sr_avx2));
 #endif
 
+#if HAVE_NEON
+INSTANTIATE_TEST_SUITE_P(NEON, AV1ConvolveYHighbdTest,
+                         BuildHighbdParams(av1_highbd_convolve_y_sr_neon));
+#endif
+
 #endif  // CONFIG_AV1_HIGHBITDEPTH
 
 //////////////////////////////////////////////////////////////