diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/azure_speech_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/azure_speech_passthrough_logging_handler.py
index 8cd1b137de8..33d1815b3c4 100644
--- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/azure_speech_passthrough_logging_handler.py
+++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/azure_speech_passthrough_logging_handler.py
@@ -8,6 +8,7 @@ import httpx
 from litellm._logging import verbose_proxy_logger
 from litellm.constants import (
     AZURE_SPEECH_BATCH_MODEL,
+    AZURE_SPEECH_BATCH_PATH_PREFIX,
     AZURE_SPEECH_CUSTOM_LLM_PROVIDER,
     AZURE_SPEECH_FAST_TRANSCRIPTION_MODEL,
     AZURE_SPEECH_FAST_TRANSCRIPTION_PATH,
@@ -30,7 +31,8 @@ from litellm.types.utils import StandardPassThroughResponseObject
 class AzureSpeechPassthroughLoggingHandler:
     @staticmethod
     def _is_short_audio_route(url_route: str) -> bool:
-        return urlparse(url_route).path.startswith(AZURE_SPEECH_SHORT_AUDIO_PATH_PREFIX)
+        path: Final = urlparse(url_route).path
+        return path.rfind(AZURE_SPEECH_SHORT_AUDIO_PATH_PREFIX) > path.rfind(AZURE_SPEECH_BATCH_PATH_PREFIX)
 
     @staticmethod
     def _is_fast_transcription_route(url_route: str) -> bool:
diff --git a/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_azure_speech_passthrough_logging_handler.py b/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_azure_speech_passthrough_logging_handler.py
index 670f8e65823..a0d27e618f9 100644
--- a/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_azure_speech_passthrough_logging_handler.py
+++ b/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_azure_speech_passthrough_logging_handler.py
@@ -21,6 +21,11 @@ SHORT_AUDIO_URL = (
 )
 BATCH_URL = "https://eastus.api.cognitive.microsoft.com/speechtotext/v3.2/transcriptions"
 FAST_URL = "https://eastus.api.cognitive.microsoft.com/speechtotext/transcriptions:transcribe?api-version=2024-11-15"
+PREFIXED_SHORT_AUDIO_URL = (
+    "https://apim.example.com/speech-proxy/speech/recognition/conversation/cognitiveservices/v1?language=en-US"
+)
+PREFIXED_BATCH_URL = "https://apim.example.com/speech/speechtotext/v3.2/transcriptions"
+PREFIXED_FAST_URL = "https://apim.example.com/speech/speechtotext/transcriptions:transcribe?api-version=2024-11-15"
 FAST_BODY = {"durationMilliseconds": 5061, "combinedPhrases": [{"text": "Hello world."}]}
 FAST_AUDIO_SECONDS = 5.061
 TRANSCRIPT_BODY = {
@@ -87,6 +92,9 @@ class TestAzureSpeechPassthroughHandler:
             (FAST_URL, "azure_speech/fast-transcription", FAST_AUDIO_SECONDS * PRICE_PER_SECOND),
             (BATCH_URL, "azure_speech/batch-transcription", 0.0),
             (f"{BATCH_URL}/8a5d3f2c-0b1e-4c7d-9e6f-1234567890ab/files", "azure_speech/batch-transcription", 0.0),
+            (PREFIXED_SHORT_AUDIO_URL, "azure_speech/short-audio", TRANSCRIPT_AUDIO_SECONDS * PRICE_PER_SECOND),
+            (PREFIXED_FAST_URL, "azure_speech/fast-transcription", FAST_AUDIO_SECONDS * PRICE_PER_SECOND),
+            (PREFIXED_BATCH_URL, "azure_speech/batch-transcription", 0.0),
         ],
     )
     def test_records_model_provider_and_cost(self, url_route: str, expected_model: str, expected_cost: float):