add fire red asr

app.py

@@ -207,7 +207,10 @@ def process(
     Processing time: {end - start: .3f} s <br/>
     RTF: {end - start: .3f}/{duration: .3f} = {rtf:.3f} <br/>
     """
-    if rtf > 1:
+    if (
+        rtf > 1
+        and repo_id != "csukuangfj/sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16"
+    ):
         info += (
             "<br/>We are loading the model for the first run. "
             "Please run again to measure the real RTF.<br/>"

model.py

@@ -760,6 +760,40 @@ def _get_wenetspeech_pre_trained_model(
     return recognizer
 
 
+@lru_cache(maxsize=1)
+def _get_fire_red_asr_models(repo_id: str, decoding_method: str, num_active_paths: int):
+    assert repo_id in (
+        "csukuangfj/sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16",
+    ), repo_id
+
+    encoder = _get_nn_model_filename(
+        repo_id=repo_id,
+        filename="encoder.int8.onnx",
+        subfolder=".",
+    )
+
+    decoder = _get_nn_model_filename(
+        repo_id=repo_id,
+        filename="decoder.int8.onnx",
+        subfolder=".",
+    )
+
+    tokens = _get_nn_model_filename(
+        repo_id=repo_id,
+        filename="tokens.txt",
+        subfolder=".",
+    )
+
+    return (
+        sherpa_onnx.OfflineRecognizer.from_fire_red_asr(
+            encoder=encoder,
+            decoder=decoder,
+            tokens=tokens,
+            num_threads=2,
+        ),
+    )
+
+
 @lru_cache(maxsize=10)
 def _get_chinese_english_mixed_model_onnx(
     repo_id: str,
@@ -1749,6 +1783,7 @@ english_models = {
 }
 
 chinese_english_mixed_models = {
+    "csukuangfj/sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16": _get_fire_red_asr_models,
     "csukuangfj/sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20": _get_streaming_zipformer_pre_trained_model,
     "zrjin/icefall-asr-zipformer-multi-zh-en-2023-11-22": _get_chinese_english_mixed_model_onnx,
     "csukuangfj/sherpa-onnx-paraformer-zh-2023-03-28": _get_paraformer_pre_trained_model,

requirements.txt

@@ -10,6 +10,6 @@ numpy
 
 huggingface_hub
 
-#https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/cpu/1.10.28/sherpa_onnx-1.10.28-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/cpu/1.10.44/sherpa_onnx-1.10.44-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
 
-sherpa-onnx>=1.10.36
+3sherpa-onnx>=1.10.36