diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-codec.h b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-codec.h
index 9c40f58da8..ce5d5a2e64 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-codec.h
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-codec.h
@@ -44,8 +44,6 @@ struct _GstAmcBufferInfo {
   gint size;
 };
 
-gboolean gst_amc_codec_static_init (void);
-
 void gst_amc_buffer_free (GstAmcBuffer * buffer);
 gboolean gst_amc_buffer_set_position_and_limit (GstAmcBuffer * buffer, GError ** err,
     gint position, gint limit);
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-codeclist.h b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-codeclist.h
index f7ebb01c13..f7ce2eae6f 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-codeclist.h
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-codeclist.h
@@ -35,8 +35,6 @@ struct _GstAmcCodecProfileLevel
   gint level;
 };
 
-gboolean gst_amc_codeclist_static_init (void);
-
 gboolean gst_amc_codeclist_get_count (gint * count, GError **err);
 GstAmcCodecInfoHandle * gst_amc_codeclist_get_codec_info_at (gint index,
     GError **err);
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-format.h b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-format.h
index b78d161578..8126ab039d 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-format.h
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc-format.h
@@ -28,8 +28,6 @@ G_BEGIN_DECLS
 typedef struct _GstAmcFormat GstAmcFormat;
 typedef struct _GstAmcColorFormatInfo GstAmcColorFormatInfo;
 
-gboolean gst_amc_format_static_init (void);
-
 GstAmcFormat * gst_amc_format_new_audio (const gchar *mime, gint sample_rate, gint channels, GError **err);
 GstAmcFormat * gst_amc_format_new_video (const gchar *mime, gint width, gint height, GError **err);
 void gst_amc_format_free (GstAmcFormat * format);
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc.c b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc.c
index 2da4657bd5..82fcdb6e94 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc.c
@@ -1840,16 +1840,7 @@ amc_init (GstPlugin * plugin)
 
   gst_amc_codec_info_quark = g_quark_from_static_string ("gst-amc-codec-info");
 
-  if (!gst_amc_codeclist_static_init ())
-    return FALSE;
-
-  if (!gst_amc_codec_static_init ())
-    return FALSE;
-
-  if (!gst_amc_format_static_init ())
-    return FALSE;
-
-  if (!gst_amc_surface_texture_static_init ())
+  if (!gst_amc_static_init ())
     return FALSE;
 
   /* Set this to TRUE to allow registering decoders that have
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc.h b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc.h
index 511665de38..2434089666 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/gstamc.h
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/gstamc.h
@@ -53,6 +53,8 @@ struct _GstAmcCodecInfo {
 
 extern GQuark gst_amc_codec_info_quark;
 
+gboolean gst_amc_static_init (void);
+
 GstVideoFormat gst_amc_color_format_to_video_format (const GstAmcCodecInfo * codec_info, const gchar * mime, gint color_format);
 gint gst_amc_video_format_to_color_format (const GstAmcCodecInfo * codec_info, const gchar * mime, GstVideoFormat video_format);
 
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/gstamcsurfacetexture.h b/subprojects/gst-plugins-bad/sys/androidmedia/gstamcsurfacetexture.h
index 5c7f7c539f..69a70b3363 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/gstamcsurfacetexture.h
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/gstamcsurfacetexture.h
@@ -65,8 +65,6 @@ struct _GstAmcSurfaceTextureClass
                                                 GError ** err);
 };
 
-gboolean gst_amc_surface_texture_static_init (void);
-
 gboolean gst_amc_surface_texture_update_tex_image        (GstAmcSurfaceTexture *texture,
                                                          GError ** err);
 
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-codec-jni.c b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-codec-jni.c
index dcc1314f64..49a5dc643a 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-codec-jni.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-codec-jni.c
@@ -26,6 +26,7 @@
 #include "../gstjniutils.h"
 #include "../gstamc-codec.h"
 #include "../gstamc-constants.h"
+#include "gstamc-jni.h"
 #include "gstamc-internal-jni.h"
 #include "gstamcsurfacetexture-jni.h"
 #include "gstamcsurface.h"
@@ -90,7 +91,7 @@ static struct
 } java_nio_buffer;
 
 gboolean
-gst_amc_codec_static_init (void)
+gst_amc_codec_jni_static_init (void)
 {
   gboolean ret = TRUE;
   JNIEnv *env;
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-codeclist-jni.c b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-codeclist-jni.c
index 6e88aeb05e..dbb0f98bac 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-codeclist-jni.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-codeclist-jni.c
@@ -26,6 +26,8 @@
 #include "../gstjniutils.h"
 #include "../gstamc-codeclist.h"
 
+#include "gstamc-jni.h"
+
 struct _GstAmcCodecInfoHandle
 {
   jobject object;
@@ -67,7 +69,7 @@ static struct
 } media_codecprofilelevel;
 
 gboolean
-gst_amc_codeclist_static_init (void)
+gst_amc_codeclist_jni_static_init (void)
 {
   JNIEnv *env;
   GError *err = NULL;
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-format-jni.c b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-format-jni.c
index 784f93f0f1..898b76769d 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-format-jni.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-format-jni.c
@@ -25,6 +25,7 @@
 
 #include "../gstjniutils.h"
 #include "../gstamc-format.h"
+#include "gstamc-jni.h"
 #include "gstamc-internal-jni.h"
 
 static struct
@@ -44,7 +45,7 @@ static struct
 } media_format;
 
 gboolean
-gst_amc_format_static_init (void)
+gst_amc_format_jni_static_init (void)
 {
   gboolean ret = TRUE;
   JNIEnv *env;
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-jni.c b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-jni.c
new file mode 100644
index 0000000000..dde3c667ca
--- /dev/null
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-jni.c
@@ -0,0 +1,39 @@
+/*
+ * Copyright (C) 2023, Ratchanan Srirattanamet <peathot@hotmail.com>
+ *
+ * This library is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation
+ * version 2.1 of the License.
+ *
+ * This library is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with this library; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301 USA
+ *
+ */
+
+#include "../gstamc.h"
+#include "gstamc-jni.h"
+
+gboolean
+gst_amc_static_init (void)
+{
+  if (!gst_amc_codeclist_jni_static_init ())
+    return FALSE;
+
+  if (!gst_amc_codec_jni_static_init ())
+    return FALSE;
+
+  if (!gst_amc_format_jni_static_init ())
+    return FALSE;
+
+  if (!gst_amc_surface_texture_jni_static_init ())
+    return FALSE;
+
+  return TRUE;
+}
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-jni.h b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-jni.h
new file mode 100644
index 0000000000..1ecaf2741d
--- /dev/null
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamc-jni.h
@@ -0,0 +1,25 @@
+/*
+ * Copyright (C) 2023, Ratchanan Srirattanamet <peathot@hotmail.com>
+ *
+ * This library is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation
+ * version 2.1 of the License.
+ *
+ * This library is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with this library; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301 USA
+ *
+ */
+
+#include <glib.h>
+
+gboolean gst_amc_codeclist_jni_static_init (void);
+gboolean gst_amc_format_jni_static_init (void);
+gboolean gst_amc_codec_jni_static_init (void);
+gboolean gst_amc_surface_texture_jni_static_init (void);
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamcsurfacetexture-jni.c b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamcsurfacetexture-jni.c
index ec573de4f8..8438b8ce89 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamcsurfacetexture-jni.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/jni/gstamcsurfacetexture-jni.c
@@ -27,6 +27,7 @@
 
 #include "gstjniutils.h"
 #include "gstamcsurfacetexture-jni.h"
+#include "gstamc-jni.h"
 
 struct _GstAmcSurfaceTextureJNI
 {
@@ -58,7 +59,7 @@ G_DEFINE_TYPE (GstAmcSurfaceTextureJNI, gst_amc_surface_texture_jni,
     GST_TYPE_AMC_SURFACE_TEXTURE);
 
 gboolean
-gst_amc_surface_texture_static_init (void)
+gst_amc_surface_texture_jni_static_init (void)
 {
   JNIEnv *env;
   GError *err = NULL;
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-codec-ml.c b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-codec-ml.c
index e40df33ca8..660a5b8142 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-codec-ml.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-codec-ml.c
@@ -35,12 +35,6 @@ struct _GstAmcCodec
   GstAmcSurfaceTexture *surface_texture;
 };
 
-gboolean
-gst_amc_codec_static_init (void)
-{
-  return TRUE;
-}
-
 void
 gst_amc_buffer_free (GstAmcBuffer * buffer)
 {
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-codeclist-ml.c b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-codeclist-ml.c
index d2b38d8736..003bdd9c81 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-codeclist-ml.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-codeclist-ml.c
@@ -37,12 +37,6 @@ struct _GstAmcCodecCapabilitiesHandle
   gchar *type;
 };
 
-gboolean
-gst_amc_codeclist_static_init (void)
-{
-  return TRUE;
-}
-
 gboolean
 gst_amc_codeclist_get_count (gint * count, GError ** err)
 {
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-format-ml.c b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-format-ml.c
index e27c305323..6dada3cdc9 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-format-ml.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-format-ml.c
@@ -32,12 +32,6 @@ struct _GstAmcFormat
   MLHandle handle;
 };
 
-gboolean
-gst_amc_format_static_init (void)
-{
-  return TRUE;
-}
-
 GstAmcFormat *
 gst_amc_format_new_audio (const gchar * mime, gint sample_rate, gint channels,
     GError ** err)
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-ml.c b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-ml.c
new file mode 100644
index 0000000000..ca4a8f7d21
--- /dev/null
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-ml.c
@@ -0,0 +1,30 @@
+/*
+ * Copyright (C) 2023, Ratchanan Srirattanamet <peathot@hotmail.com>
+ *
+ * This library is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation
+ * version 2.1 of the License.
+ *
+ * This library is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with this library; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301 USA
+ *
+ */
+
+#include "../gstamc.h"
+
+gboolean
+gst_amc_static_init (void)
+{
+  /*
+   * MagicLeap doesn't require any static initialization. All required
+   * functions are in C and are linked into the plugin directly.
+   */
+  return TRUE;
+}
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-surfacetexture-ml.c b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-surfacetexture-ml.c
index c42f8294f9..f1bb3913b8 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-surfacetexture-ml.c
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/magicleap/gstamc-surfacetexture-ml.c
@@ -39,12 +39,6 @@ struct _GstAmcSurfaceTextureML
 G_DEFINE_TYPE (GstAmcSurfaceTextureML, gst_amc_surface_texture_ml,
     GST_TYPE_AMC_SURFACE_TEXTURE);
 
-gboolean
-gst_amc_surface_texture_static_init (void)
-{
-  return TRUE;
-}
-
 static gboolean
 gst_amc_surface_texture_ml_update_tex_image (GstAmcSurfaceTexture * base,
     GError ** err)
diff --git a/subprojects/gst-plugins-bad/sys/androidmedia/meson.build b/subprojects/gst-plugins-bad/sys/androidmedia/meson.build
index 7199faea2f..9fffe4ae0b 100644
--- a/subprojects/gst-plugins-bad/sys/androidmedia/meson.build
+++ b/subprojects/gst-plugins-bad/sys/androidmedia/meson.build
@@ -39,6 +39,7 @@ extra_deps = []
 extra_cargs = []
 if have_mlsdk
   androidmedia_sources += [
+    'magicleap/gstamc-ml.c',
     'magicleap/gstamc-codec-ml.c',
     'magicleap/gstamc-codeclist-ml.c',
     'magicleap/gstamc-format-ml.c',
@@ -65,6 +66,7 @@ else
     'gst-android-hardware-camera.c',
     'gst-android-hardware-sensor.c',
     'gstjniutils.c',
+    'jni/gstamc-jni.c',
     'jni/gstamc-codec-jni.c',
     'jni/gstamc-codeclist-jni.c',
     'jni/gstamc-format-jni.c',