diff --git a/CHANGELOG.md b/CHANGELOG.md
index 56896cc..b34dac2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,10 @@
 - Available storage is less than the remaining flash space on IDF v5.0.   
 If you can not map model partition successfully, please check the left free storage by `spi_flash_mmap_get_free_pages(ESP_PARTITION_MMAP_DATA)` or update IDF to v5.1 or later.
 
+# unreleased
+- Reduce Internal RAM of multinet7
+- Update benchmark
+
 ## 1.5.0
 - Add esp32c6 tts lib
 - Return the volume of wake word audio when one wake word is detected
diff --git a/docs/en/benchmark/README.rst b/docs/en/benchmark/README.rst
index 40207a7..c34df15 100644
--- a/docs/en/benchmark/README.rst
+++ b/docs/en/benchmark/README.rst
@@ -153,6 +153,8 @@ Resource Consumption
     +-------------+-------------+-------------+-------------+-------------+
     | MultiNet 6  | 32 KB       | 4100 KB     | 12 ms       | 32 ms       |
     +-------------+-------------+-------------+-------------+-------------+
+    | MultiNet 7  | 20 KB       | 3000 KB     | 11 ms       | 32 ms       |
+    +-------------+-------------+-------------+-------------+-------------+
 
 Word Error Rate Performance Test
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
diff --git a/lib/esp32s3/libesp_audio_front_end.a b/lib/esp32s3/libesp_audio_front_end.a
index f3aacc5..d02980d 100644
Binary files a/lib/esp32s3/libesp_audio_front_end.a and b/lib/esp32s3/libesp_audio_front_end.a differ
diff --git a/lib/esp32s3/libmultinet.a b/lib/esp32s3/libmultinet.a
index f18da2b..8e5886e 100644
Binary files a/lib/esp32s3/libmultinet.a and b/lib/esp32s3/libmultinet.a differ
diff --git a/lib/esp32s3/libwakenet.a b/lib/esp32s3/libwakenet.a
index 2204a1e..6227a7c 100644
Binary files a/lib/esp32s3/libwakenet.a and b/lib/esp32s3/libwakenet.a differ
diff --git a/src/esp_mn_speech_commands.c b/src/esp_mn_speech_commands.c
index 04d6ac7..2ac2a3e 100644
--- a/src/esp_mn_speech_commands.c
+++ b/src/esp_mn_speech_commands.c
@@ -12,6 +12,14 @@ static esp_mn_node_t *esp_mn_root = NULL;
 const static esp_mn_iface_t *esp_mn_model_handle = NULL;
 static model_iface_data_t *esp_mn_model_data = NULL;
 
+void *_esp_mn_calloc_(int n, int size)
+{
+#ifdef ESP_PLATFORM
+    return heap_caps_calloc(n, size, MALLOC_CAP_SPIRAM);
+#else
+    return calloc(n, size);
+#endif
+}
 
 #define ESP_RETURN_ON_FALSE(a, err_code, log_tag, format, ...) do {                             \
         if (!(a)) {                                                                             \
@@ -130,7 +138,11 @@ esp_err_t esp_mn_commands_add(int command_id, char *string)
         return ESP_ERR_INVALID_STATE;
     }
 #ifdef CONFIG_SR_MN_EN_MULTINET7_QUANT
-    phrase->phonemes = phonemes;
+    int phoneme_len = strlen(phonemes);
+    phrase->phonemes = _esp_mn_calloc_(phoneme_len+1, sizeof(char));
+    memcpy(phrase->phonemes, phonemes, phoneme_len);
+    phrase->phonemes[phoneme_len] = '\0';
+    free(phonemes);
 #endif
     esp_mn_node_t *new_node = esp_mn_node_alloc(phrase);
     while (temp->next != NULL) {
@@ -168,7 +180,11 @@ esp_err_t esp_mn_commands_modify(char *old_string, char *new_string)
             return ESP_ERR_INVALID_STATE;
         }
 #ifdef CONFIG_SR_MN_EN_MULTINET7_QUANT
-        phrase->phonemes = phonemes;
+        int phoneme_len = strlen(phonemes);
+        phrase->phonemes = _esp_mn_calloc_(phoneme_len+1, sizeof(char));
+        memcpy(phrase->phonemes, phonemes, phoneme_len);
+        phrase->phonemes[phoneme_len] = '\0';
+        free(phonemes);
 #endif
         esp_mn_phrase_free(temp->phrase);
         temp->phrase = phrase;
@@ -297,15 +313,6 @@ void esp_mn_active_commands_print(void)
     ESP_LOGI(TAG, "---------------------------------------------------------\n");
 }
 
-void *_esp_mn_calloc_(int n, int size)
-{
-#ifdef ESP_PLATFORM
-    return heap_caps_calloc(n, size, MALLOC_CAP_SPIRAM);
-#else
-    return calloc(n, size);
-#endif
-}
-
 esp_mn_phrase_t *esp_mn_phrase_alloc(int command_id, char *string)
 {